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40,176 benchmarks across 2,101 tasks

All Methodology Computer Vision Natural Language Processing Medical Miscellaneous Time Series Graphs Robots Knowledge Base Adversarial Audio Speech Playing Games Reasoning Computer Code Music

Methodology

Reinforcement Learning

7 benchmarks

18839 papers

General Classification

11 benchmarks

14581 papers

Retrieval

30 benchmarks

14297 papers

Classification

520 benchmarks

12815 papers

Decision Making

2 benchmarks

12311 papers

Clustering

11 benchmarks

10718 papers

Representation Learning

17 benchmarks

10580 papers

Transfer Learning

24 benchmarks

10307 papers

BIG-bench Machine Learning

2 benchmarks

10033 papers

regression

13 benchmarks

9424 papers

Deep Learning

0 benchmarks

9423 papers

Data Augmentation

4 benchmarks

8378 papers

Federated Learning

30 benchmarks

6771 papers

Contrastive Learning

4 benchmarks

6661 papers

Domain Adaptation

220 benchmarks

6439 papers

Large Language Model

98 benchmarks

6097 papers

Quantization

20 benchmarks

4925 papers

Anomaly Detection

276 benchmarks

4856 papers

Word Embeddings

0 benchmarks

4002 papers

Multi-Task Learning

16 benchmarks

3687 papers

Meta-Learning

109 benchmarks

3569 papers

Dimensionality Reduction

2 benchmarks

3304 papers

Active Learning

3 benchmarks

3073 papers

Few-Shot Learning

102 benchmarks

2964 papers

Continual Learning

75 benchmarks

2644 papers

Face Recognition

70 benchmarks

2329 papers

3D Reconstruction

71 benchmarks

2326 papers

Bayesian Inference

2 benchmarks

2226 papers

Imitation Learning

0 benchmarks

2122 papers

Model Selection

0 benchmarks

2050 papers

Gaussian Processes

1 benchmarks

1963 papers

Q-Learning

0 benchmarks

1918 papers

Neural Architecture Search

85 benchmarks

1915 papers

Bayesian Optimization

0 benchmarks

1900 papers

Zero-Shot Learning

344 benchmarks

1864 papers

Multi-agent Reinforcement Learning

41 benchmarks

1718 papers

Feature Engineering

21 benchmarks

1706 papers

Electroencephalogram (EEG)

8 benchmarks

1655 papers

Metric Learning

8 benchmarks

1648 papers

Semantic Similarity

13 benchmarks

1564 papers

Density Estimation

52 benchmarks

1394 papers

Stochastic Optimization

19 benchmarks

1387 papers

Incremental Learning

33 benchmarks

1371 papers

Model Compression

3 benchmarks

1356 papers

Combinatorial Optimization

0 benchmarks

1277 papers

Multi-Armed Bandits

1 benchmarks

1262 papers

Sequential Decision Making

0 benchmarks

1210 papers

Optical Character Recognition (OCR)

41 benchmarks

1209 papers

Ensemble Learning

1 benchmarks

1207 papers

Computed Tomography (CT)

1 benchmarks

1207 papers

Multi-Label Classification

89 benchmarks

1198 papers

Chatbot

43 benchmarks

971 papers

Explainable artificial intelligence

6 benchmarks

971 papers

parameter-efficient fine-tuning

3 benchmarks

935 papers

Feature Importance

6 benchmarks

890 papers

Dictionary Learning

0 benchmarks

823 papers

Matrix Completion

0 benchmarks

796 papers

Logical Reasoning

14 benchmarks

747 papers

Multiple Instance Learning

13 benchmarks

744 papers

Outlier Detection

11 benchmarks

703 papers

AutoML

96 benchmarks

641 papers

Structured Prediction

1 benchmarks

639 papers

Class Incremental Learning

28 benchmarks

634 papers

Zero-shot Generalization

1 benchmarks

572 papers

Point Processes

24 benchmarks

541 papers

Interpretable Machine Learning

16 benchmarks

537 papers

Network Pruning

11 benchmarks

534 papers

Efficient Exploration

0 benchmarks

514 papers

AI Agent

1 benchmarks

391 papers

Hierarchical Reinforcement Learning

1 benchmarks

384 papers

Policy Gradient Methods

0 benchmarks

382 papers

Molecular Property Prediction

32 benchmarks

354 papers

Two-sample testing

5 benchmarks

338 papers

Data Visualization

0 benchmarks

335 papers

Deep Clustering

9 benchmarks

307 papers

One-Shot Learning

1 benchmarks

305 papers

Multi-Label Learning

7 benchmarks

299 papers

Unsupervised Pre-training

3 benchmarks

265 papers

Decision Making Under Uncertainty

0 benchmarks

263 papers

Multimodal Deep Learning

28 benchmarks

213 papers

2D Object Detection

810 benchmarks

210 papers

Sparse Learning

3 benchmarks

185 papers

Model extraction

1 benchmarks

176 papers

Multi-Label Text Classification

64 benchmarks

171 papers

Multiobjective Optimization

0 benchmarks

155 papers

Inductive logic programming

2 benchmarks

153 papers

Entity Embeddings

0 benchmarks

151 papers

16k

996 benchmarks

146 papers

Long-tail Learning

29 benchmarks

131 papers

Electrocardiography (ECG)

84 benchmarks

117 papers

Medical Report Generation

22 benchmarks

110 papers

Activity Prediction

2 benchmarks

106 papers

Partial Label Learning

12 benchmarks

85 papers

General Reinforcement Learning

8 benchmarks

84 papers

One-class classifier

0 benchmarks

82 papers

Extreme Multi-Label Classification

0 benchmarks

75 papers

Continual Pretraining

3 benchmarks

70 papers

Metaheuristic Optimization

0 benchmarks

69 papers

Novel Class Discovery

3 benchmarks

65 papers

Privacy Preserving Deep Learning

0 benchmarks

59 papers

Cyber Attack Detection

0 benchmarks

41 papers

Transfer Reinforcement Learning

0 benchmarks

41 papers

Multi-Goal Reinforcement Learning

1 benchmarks

34 papers

Generalized Few-Shot Learning

43 benchmarks

13 papers

Clustering Algorithms Evaluation

20 benchmarks

12 papers

Generalized Few-Shot Classification

29 benchmarks

2 papers

2-task Classification

0 benchmarks

1 papers

Core set discovery

14 benchmarks

1 papers

Data Mining

15 benchmarks

0 papers

Automatic Machine Learning Model Selection

0 benchmarks

0 papers

Remote Sensing

16 benchmarks

0 papers

Bilevel Optimization

3 benchmarks

0 papers

Tensor Networks

0 benchmarks

0 papers

3D

2044 benchmarks

0 papers

Distributional Reinforcement Learning

0 benchmarks

0 papers

Bayesian Optimisation

0 benchmarks

0 papers

Normalising Flows

0 benchmarks

0 papers

Web Credibility

0 benchmarks

0 papers

L2 Regularization

0 benchmarks

0 papers

Information Plane

0 benchmarks

0 papers

Mutual Information Estimation

0 benchmarks

0 papers

Quantum Circuit Equivalence Checking

0 benchmarks

0 papers

Quantum Circuit Mapping

0 benchmarks

0 papers

Detection of Dependencies

0 benchmarks

0 papers

Influence Approximation

0 benchmarks

0 papers

Variable Selection

0 benchmarks

0 papers

statistical independence testing

0 benchmarks

0 papers

Ticket Search

0 benchmarks

0 papers

Generalization Bounds

0 benchmarks

0 papers

Additive models

0 benchmarks

0 papers

Density Ratio Estimation

0 benchmarks

0 papers

2D Classification

847 benchmarks

0 papers

Experimental Design

0 benchmarks

0 papers

Hard Attention

0 benchmarks

0 papers

Subdomain adaptation

0 benchmarks

0 papers

Medical waveform analysis

91 benchmarks

0 papers

Thompson Sampling

0 benchmarks

0 papers

Federated Unsupervised Learning

0 benchmarks

0 papers

Generative Semantic Nursing

0 benchmarks

0 papers

Data Valuation

0 benchmarks

0 papers

Result aggregation

0 benchmarks

0 papers

Constrained Clustering

11 benchmarks

0 papers

Artificial Global Workspace

0 benchmarks

0 papers

Machine Unlearning

0 benchmarks

0 papers

Ordinal Classification

1 benchmarks

0 papers

Computational Efficiency

1 benchmarks

0 papers

Network Identification

0 benchmarks

0 papers

Deep imbalanced regression

0 benchmarks

0 papers

Kolmogorov-Arnold Networks

0 benchmarks

0 papers

rllib

0 benchmarks

0 papers

Inductive Learning

0 benchmarks

0 papers

How To Refund A Wrong Transaction In Phonepe

3 benchmarks

0 papers

Dynamic neural networks

0 benchmarks

0 papers

Continued fraction

0 benchmarks

0 papers

input filtering

0 benchmarks

0 papers

Computer Vision

Segmentation

10 benchmarks

13072 papers

Object Detection

742 benchmarks

10957 papers

Image Classification

691 benchmarks

10419 papers

Denoising

221 benchmarks

7282 papers

Self-Supervised Learning

15 benchmarks

5044 papers

Image Segmentation

27 benchmarks

5035 papers

Pose Estimation

491 benchmarks

4228 papers

Depth Estimation

173 benchmarks

2454 papers

Instance Segmentation

220 benchmarks

2262 papers

Image Retrieval

165 benchmarks

2239 papers

Optical Flow Estimation

15 benchmarks

2184 papers

Object Recognition

17 benchmarks

2042 papers

Object Tracking

191 benchmarks

1966 papers

Domain Generalization

29 benchmarks

1751 papers

Scene Understanding

52 benchmarks

1723 papers

Style Transfer

8 benchmarks

1661 papers

Image Super-Resolution

201 benchmarks

1589 papers

3D Object Detection

173 benchmarks

1576 papers

Person Re-Identification

208 benchmarks

1488 papers

Temporal Action Localization

238 benchmarks

1477 papers

Image Restoration

163 benchmarks

1459 papers

Novel View Synthesis

59 benchmarks

1441 papers

Image-to-Image Translation

114 benchmarks

1184 papers

Video Understanding

45 benchmarks

1149 papers

Image Compression

12 benchmarks

1008 papers

Deblurring

37 benchmarks

999 papers

Image Enhancement

111 benchmarks

983 papers

Image Registration

7 benchmarks

953 papers

Change Detection

113 benchmarks

919 papers

Multi-class Classification

5 benchmarks

903 papers

Video Semantic Segmentation

9 benchmarks

895 papers

Out-of-Distribution Detection

83 benchmarks

888 papers

whole slide images

0 benchmarks

745 papers

Motion Estimation

0 benchmarks

741 papers

Image Quality Assessment

35 benchmarks

732 papers

Image Inpainting

47 benchmarks

708 papers

Multi-Object Tracking

72 benchmarks

671 papers

3D Human Pose Estimation

189 benchmarks

665 papers

Object Localization

58 benchmarks

617 papers

motion prediction

0 benchmarks

597 papers

Compressive Sensing

6 benchmarks

597 papers

Text Detection

2 benchmarks

595 papers

Autonomous Navigation

1 benchmarks

589 papers

Gesture Recognition

37 benchmarks

572 papers

Simultaneous Localization and Mapping

2 benchmarks

572 papers

Visual Grounding

6 benchmarks

571 papers

Video Object Segmentation

181 benchmarks

551 papers

Face Detection

20 benchmarks

536 papers

Facial Expression Recognition

11 benchmarks

532 papers

Salient Object Detection

25 benchmarks

527 papers

Visual Tracking

42 benchmarks

525 papers

Stereo Matching

0 benchmarks

517 papers

Neural Rendering

0 benchmarks

514 papers

Sensor Fusion

0 benchmarks

509 papers

Facial Expression Recognition (FER)

35 benchmarks

492 papers

Edge Detection

12 benchmarks

490 papers

Video Retrieval

169 benchmarks

486 papers

Video Captioning

65 benchmarks

473 papers

Panoptic Segmentation

111 benchmarks

462 papers

Video Classification

18 benchmarks

455 papers

Scene Classification

3 benchmarks

453 papers

Human-Object Interaction Detection

26 benchmarks

449 papers

Point Cloud Registration

56 benchmarks

447 papers

Pedestrian Detection

27 benchmarks

438 papers

Image Manipulation

10 benchmarks

427 papers

Visual Localization

11 benchmarks

402 papers

Image Deblurring

25 benchmarks

396 papers

Video Segmentation

9 benchmarks

388 papers

Face Generation

26 benchmarks

381 papers

Activity Detection

1 benchmarks

380 papers

3D Pose Estimation

7 benchmarks

379 papers

Action Localization

290 benchmarks

369 papers

Colorization

11 benchmarks

367 papers

Referring Expression

4 benchmarks

364 papers

Saliency Detection

88 benchmarks

364 papers

Face Verification

44 benchmarks

360 papers

Boundary Detection

15 benchmarks

359 papers

Few-Shot Image Classification

120 benchmarks

353 papers

Fine-Grained Image Classification

59 benchmarks

353 papers

3D Semantic Segmentation

46 benchmarks

348 papers

Multimodal Large Language Model

0 benchmarks

347 papers

Camera Calibration

0 benchmarks

343 papers

cross-modal alignment

0 benchmarks

342 papers

Visual Object Tracking

52 benchmarks

341 papers

Scene Graph Generation

29 benchmarks

318 papers

Multiple Object Tracking

37 benchmarks

318 papers

Rain Removal

23 benchmarks

317 papers

Text to 3D

1 benchmarks

314 papers

Scene Generation

14 benchmarks

309 papers

Image Augmentation

1 benchmarks

308 papers

Human Detection

0 benchmarks

307 papers

Camera Pose Estimation

11 benchmarks

304 papers

Visual Place Recognition

105 benchmarks

297 papers

Sign Language Recognition

27 benchmarks

297 papers

Image Dehazing

26 benchmarks

295 papers

Object Reconstruction

22 benchmarks

291 papers

Conditional Image Generation

28 benchmarks

286 papers

Scene Segmentation

15 benchmarks

283 papers

Video Super-Resolution

43 benchmarks

281 papers

Video Summarization

21 benchmarks

280 papers

Texture Synthesis

0 benchmarks

280 papers

Virtual Try-on

16 benchmarks

276 papers

Point Cloud Segmentation

1 benchmarks

272 papers

Inverse Rendering

1 benchmarks

271 papers

GPR

0 benchmarks

270 papers

Scene Text Recognition

15 benchmarks

269 papers

Saliency Prediction

27 benchmarks

268 papers

Video Anomaly Detection

23 benchmarks

262 papers

Face Reconstruction

413 benchmarks

259 papers

MULTI-VIEW LEARNING

1 benchmarks

256 papers

Interactive Segmentation

27 benchmarks

255 papers

6D Pose Estimation

24 benchmarks

255 papers

Age Estimation

27 benchmarks

254 papers

Lane Detection

47 benchmarks

251 papers

Indoor Localization

12 benchmarks

250 papers

Gaze Estimation

12 benchmarks

248 papers

3D Scene Reconstruction

3 benchmarks

246 papers

Depth Completion

20 benchmarks

242 papers

Image Clustering

117 benchmarks

236 papers

Mixed Reality

0 benchmarks

230 papers

Image Matting

30 benchmarks

225 papers

RGB Salient Object Detection

141 benchmarks

222 papers

Gait Recognition

11 benchmarks

220 papers

Action Segmentation

50 benchmarks

219 papers

Scene Text Detection

31 benchmarks

213 papers

Motion Segmentation

4 benchmarks

212 papers

Face Model

0 benchmarks

212 papers

3D Face Reconstruction

413 benchmarks

211 papers

Object Discovery

0 benchmarks

210 papers

Cancer Classification

1 benchmarks

208 papers

Texture Classification

0 benchmarks

206 papers

Motion Forecasting

17 benchmarks

205 papers

Video Frame Interpolation

57 benchmarks

204 papers

3D Point Cloud Classification

45 benchmarks

202 papers

Scene Parsing

117 benchmarks

199 papers

Content-Based Image Retrieval

3 benchmarks

195 papers

Pose Tracking

64 benchmarks

191 papers

Source-Free Domain Adaptation

20 benchmarks

188 papers

Multimodal Emotion Recognition

15 benchmarks

180 papers

Few-Shot Object Detection

26 benchmarks

179 papers

3D Hand Pose Estimation

45 benchmarks

178 papers

Cell Segmentation

17 benchmarks

178 papers

MRI segmentation

1 benchmarks

177 papers

Semantic correspondence

14 benchmarks

175 papers

Point Cloud Completion

7 benchmarks

174 papers

Handwriting Recognition

7 benchmarks

173 papers

Few-Shot Semantic Segmentation

28 benchmarks

168 papers

Semi-Supervised Image Classification

80 benchmarks

167 papers

Stereo Matching Hand

0 benchmarks

163 papers

Image to 3D

0 benchmarks

162 papers

Human motion prediction

0 benchmarks

162 papers

Disparity Estimation

16 benchmarks

162 papers

Object Counting

28 benchmarks

158 papers

No-Reference Image Quality Assessment

15 benchmarks

155 papers

Sign Language Translation

7 benchmarks

153 papers

3D Instance Segmentation

27 benchmarks

153 papers

3D Object Reconstruction

22 benchmarks

153 papers

Temporal Localization

2 benchmarks

153 papers

Scene Flow Estimation

16 benchmarks

152 papers

Small Object Detection

5 benchmarks

152 papers

Point Tracking

22 benchmarks

151 papers

Future prediction

0 benchmarks

151 papers

Multi-Person Pose Estimation

32 benchmarks

151 papers

Vehicle Re-Identification

42 benchmarks

150 papers

Video Instance Segmentation

27 benchmarks

148 papers

Semi-Supervised Video Object Segmentation

86 benchmarks

147 papers

Weakly supervised segmentation

0 benchmarks

147 papers

Event-based vision

3 benchmarks

145 papers

Referring Expression Segmentation

74 benchmarks

145 papers

Open Vocabulary Object Detection

8 benchmarks

145 papers

Video Reconstruction

23 benchmarks

145 papers

Cross-Domain Few-Shot

10 benchmarks

141 papers

3D Shape Reconstruction

5 benchmarks

139 papers

Person Search

4 benchmarks

139 papers

Facial Landmark Detection

29 benchmarks

139 papers

Zero Shot Segmentation

2 benchmarks

134 papers

Moment Retrieval

13 benchmarks

132 papers

Video Inpainting

30 benchmarks

130 papers

LIDAR Semantic Segmentation

10 benchmarks

129 papers

Line Detection

3 benchmarks

128 papers

Shadow Removal

14 benchmarks

127 papers

Image Colorization

5 benchmarks

127 papers

Human Parsing

6 benchmarks

125 papers

Unsupervised Image-To-Image Translation

2 benchmarks

124 papers

Multi-Label Image Classification

15 benchmarks

124 papers

Automatic Post-Editing

0 benchmarks

124 papers

Action Recognition In Videos

52 benchmarks

124 papers

Talking Head Generation

21 benchmarks

119 papers

Visual Dialog

32 benchmarks

118 papers

Point Cloud Generation

26 benchmarks

117 papers

Camera Localization

32 benchmarks

116 papers

Semi-Supervised Object Detection

8 benchmarks

115 papers

Video Grounding

18 benchmarks

114 papers

Open Vocabulary Semantic Segmentation

16 benchmarks

113 papers

Text Spotting

9 benchmarks

112 papers

Action Generation

0 benchmarks

111 papers

Zero-Shot Image Classification

14 benchmarks

111 papers

Sketch-Based Image Retrieval

6 benchmarks

110 papers

Action Anticipation

22 benchmarks

110 papers

Video Enhancement

2 benchmarks

110 papers

Talking Face Generation

5 benchmarks

110 papers

Human Mesh Recovery

1 benchmarks

109 papers

Image Forensics

0 benchmarks

108 papers

Person Identification

3 benchmarks

107 papers

Image Stitching

1 benchmarks

105 papers

Lipreading

9 benchmarks

103 papers

Color Constancy

1 benchmarks

102 papers

Motion Detection

1 benchmarks

101 papers

3D Multi-Object Tracking

10 benchmarks

101 papers

Document Layout Analysis

25 benchmarks

99 papers

Video Restoration

6 benchmarks

99 papers

Single-View 3D Reconstruction

15 benchmarks

98 papers

Stereo Depth Estimation

18 benchmarks

97 papers

Patch Matching

5 benchmarks

97 papers

Sports Analytics

0 benchmarks

97 papers

Unsupervised Semantic Segmentation

46 benchmarks

95 papers

Open-Vocabulary Semantic Segmentation

0 benchmarks

95 papers

Occlusion Handling

0 benchmarks

93 papers

3D Object Classification

11 benchmarks

93 papers

3D Shape Representation

2 benchmarks

92 papers

2D Pose Estimation

12 benchmarks

90 papers

Action Understanding

1 benchmarks

88 papers

Intrinsic Image Decomposition

0 benchmarks

85 papers

Image to Video Generation

8 benchmarks

85 papers

Referring expression generation

2 benchmarks

84 papers

Infrared And Visible Image Fusion

0 benchmarks

83 papers

Image Cropping

2 benchmarks

83 papers

Zero-Shot Action Recognition

11 benchmarks

83 papers

Road Segmentation

7 benchmarks

82 papers

Visual Relationship Detection

17 benchmarks

82 papers

Reflection Removal

10 benchmarks

81 papers

Object Categorization

2 benchmarks

80 papers

Shadow Detection

2 benchmarks

79 papers

Image Deconvolution

0 benchmarks

78 papers

Highlight Detection

5 benchmarks

78 papers

Semi-supervised Anomaly Detection

7 benchmarks

76 papers

Weakly-supervised Temporal Action Localization

15 benchmarks

76 papers

Dense Video Captioning

24 benchmarks

76 papers

Text to Video Retrieval

14 benchmarks

75 papers

Image Manipulation Detection

58 benchmarks

73 papers

Cloud Detection

0 benchmarks

72 papers

Anomaly Classification

6 benchmarks

72 papers

Visual Prompt Tuning

4 benchmarks

70 papers

Surgical phase recognition

5 benchmarks

69 papers

Contour Detection

0 benchmarks

69 papers

Dense Captioning

2 benchmarks

69 papers

Face Reenactment

0 benchmarks

68 papers

severity prediction

2 benchmarks

67 papers

3D Object Tracking

3 benchmarks

67 papers

Person Retrieval

1 benchmarks

67 papers

Layout Design

0 benchmarks

65 papers

Material Classification

0 benchmarks

65 papers

Material Recognition

0 benchmarks

65 papers

3D Semantic Scene Completion

6 benchmarks

65 papers

Person Recognition

0 benchmarks

64 papers

Image Stylization

0 benchmarks

64 papers

Temporal Action Segmentation

0 benchmarks

62 papers

Hand Detection

0 benchmarks

62 papers

3D Multi-Person Pose Estimation

21 benchmarks

62 papers

Image Categorization

0 benchmarks

61 papers

Zero-Shot Semantic Segmentation

6 benchmarks

60 papers

Multi-View 3D Reconstruction

1 benchmarks

60 papers

Camera Relocalization

9 benchmarks

59 papers

Personalized Image Generation

3 benchmarks

58 papers

Traffic Sign Detection

5 benchmarks

56 papers

Pedestrian Attribute Recognition

20 benchmarks

56 papers

Universal Domain Adaptation

9 benchmarks

55 papers

Weakly Supervised Action Localization

21 benchmarks

55 papers

Blind Face Restoration

12 benchmarks

55 papers

Gaze Prediction

0 benchmarks

55 papers

Human Dynamics

0 benchmarks

52 papers

Action Quality Assessment

11 benchmarks

52 papers

Table Recognition

10 benchmarks

50 papers

Document Image Classification

10 benchmarks

50 papers

Image Comprehension

0 benchmarks

49 papers

Symmetry Detection

1 benchmarks

49 papers

motion retargeting

0 benchmarks

49 papers

Food Recognition

0 benchmarks

49 papers

Text based Person Retrieval

23 benchmarks

49 papers

Animal Pose Estimation

9 benchmarks

48 papers

Single-Source Domain Generalization

3 benchmarks

48 papers

3D Semantic Occupancy Prediction

0 benchmarks

47 papers

Camouflaged Object Segmentation

34 benchmarks

47 papers

Image Forgery Detection

0 benchmarks

47 papers

Image Outpainting

10 benchmarks

47 papers

3D scene Editing

1 benchmarks

46 papers

Geometric Matching

1 benchmarks

45 papers

image smoothing

0 benchmarks

45 papers

HDR Reconstruction

0 benchmarks

45 papers

Room Layout Estimation

3 benchmarks

44 papers

BEV Segmentation

9 benchmarks

44 papers

Temporal Sentence Grounding

8 benchmarks

43 papers

Kinship Verification

2 benchmarks

42 papers

Art Analysis

0 benchmarks

42 papers

Rotated MNIST

1 benchmarks

41 papers

Multiview Learning

0 benchmarks

41 papers

Viewpoint Estimation

0 benchmarks

41 papers

Zero-Shot Video Retrieval

57 benchmarks

40 papers

License Plate Detection

1 benchmarks

39 papers

Weakly-supervised instance segmentation

16 benchmarks

39 papers

Surface Normals Estimation

18 benchmarks

39 papers

Multispectral Object Detection

8 benchmarks

39 papers

Sketch Recognition

4 benchmarks

39 papers

Multi-target Domain Adaptation

4 benchmarks

39 papers

Unsupervised Object Segmentation

10 benchmarks

39 papers

Image Shadow Removal

1 benchmarks

38 papers

Line Segment Detection

8 benchmarks

37 papers

Caricature

0 benchmarks

37 papers

Fake Image Detection

0 benchmarks

37 papers

Inverse-Tone-Mapping

9 benchmarks

37 papers

3D Anomaly Detection

38 benchmarks

36 papers

Precipitation Forecasting

2 benchmarks

36 papers

One-Shot Segmentation

3 benchmarks

35 papers

Holdout Set

1 benchmarks

35 papers

inverse tone mapping

9 benchmarks

35 papers

Video Style Transfer

0 benchmarks

35 papers

Continual Semantic Segmentation

5 benchmarks

34 papers

Scanpath prediction

5 benchmarks

34 papers

Landmark Recognition

2 benchmarks

33 papers

Indoor Scene Reconstruction

5 benchmarks

33 papers

Image Manipulation Localization

9 benchmarks

31 papers

Video Matting

0 benchmarks

30 papers

Video deraining

4 benchmarks

30 papers

Stereo Disparity Estimation

5 benchmarks

29 papers

3D Shape Modeling

6 benchmarks

28 papers

Multi-Object Tracking and Segmentation

4 benchmarks

28 papers

Synthetic Image Detection

0 benchmarks

28 papers

Photo Retouching

6 benchmarks

27 papers

Audio-visual Question Answering

2 benchmarks

27 papers

Depth And Camera Motion

12 benchmarks

27 papers

Road Damage Detection

1 benchmarks

27 papers

Persuasion Strategies

0 benchmarks

27 papers

Segmentation Of Remote Sensing Imagery

0 benchmarks

27 papers

Interest Point Detection

13 benchmarks

26 papers

Text-based Person Retrieval

0 benchmarks

26 papers

Bird's-Eye View Semantic Segmentation

19 benchmarks

26 papers

Image Attribution

6 benchmarks

26 papers

Scene Change Detection

12 benchmarks

25 papers

Image-Variation

0 benchmarks

24 papers

Space-time Video Super-resolution

4 benchmarks

24 papers

Event Segmentation

3 benchmarks

23 papers

Pose Retrieval

4 benchmarks

23 papers

Face Anonymization

4 benchmarks

23 papers

Affordance Detection

8 benchmarks

23 papers

Multiple People Tracking

0 benchmarks

23 papers

Spatio-Temporal Video Grounding

12 benchmarks

22 papers

Point Clouds

3 benchmarks

22 papers

3D Point Cloud Reconstruction

45 benchmarks

22 papers

Human Interaction Recognition

15 benchmarks

22 papers

3D Point Cloud Linear Classification

2 benchmarks

21 papers

Skills Assessment

1 benchmarks

21 papers

Medical Image Denoising

12 benchmarks

21 papers

3D Multi-Person Pose Estimation (absolute)

2 benchmarks

20 papers

Handwriting generation

0 benchmarks

20 papers

Vehicle Speed Estimation

4 benchmarks

19 papers

Hyperspectral Image Segmentation

49 benchmarks

19 papers

Human Part Segmentation

6 benchmarks

19 papers

Occlusion Estimation

0 benchmarks

19 papers

3D Depth Estimation

12 benchmarks

19 papers

Zero-Shot Transfer Image Classification

24 benchmarks

19 papers

Semi-Supervised Instance Segmentation

6 benchmarks

19 papers

Font Recognition

23 benchmarks

19 papers

Image Similarity Search

0 benchmarks

18 papers

Image Matching

21 benchmarks

18 papers

3D Multi-Person Pose Estimation (root-relative)

3 benchmarks

18 papers

Medical Image Enhancement

3 benchmarks

18 papers

Abnormal Event Detection In Video

8 benchmarks

17 papers

Gait Identification

0 benchmarks

17 papers

Dense Pixel Correspondence Estimation

13 benchmarks

17 papers

Open Vocabulary Panoptic Segmentation

1 benchmarks

17 papers

Unified Image Restoration

10 benchmarks

17 papers

Video Forensics

0 benchmarks

17 papers

Unsupervised Instance Segmentation

7 benchmarks

17 papers

Human Instance Segmentation

1 benchmarks

16 papers

Handwritten Mathmatical Expression Recognition

4 benchmarks

16 papers

Point Cloud Super Resolution

4 benchmarks

16 papers

Logo Recognition

0 benchmarks

15 papers

Action Assessment

3 benchmarks

15 papers

Defocus Blur Detection

7 benchmarks

15 papers

Procedure Learning

0 benchmarks

15 papers

Sketch-to-Image Translation

8 benchmarks

15 papers

Grounded Situation Recognition

6 benchmarks

15 papers

Mistake Detection

0 benchmarks

14 papers

Composed Image Retrieval (CoIR)

23 benchmarks

14 papers

Fingertip Detection

0 benchmarks

14 papers

Mirror Detection

0 benchmarks

14 papers

3D Open-Vocabulary Instance Segmentation

12 benchmarks

14 papers

Repetitive Action Counting

12 benchmarks

14 papers

Personality Trait Recognition

5 benchmarks

13 papers

Ad-hoc video search

5 benchmarks

13 papers

Human action generation

22 benchmarks

13 papers

Lip to Speech Synthesis

24 benchmarks

13 papers

MMR total

1 benchmarks

12 papers

Drivable Area Detection

2 benchmarks

12 papers

Motion Disentanglement

0 benchmarks

12 papers

satellite image super-resolution

0 benchmarks

12 papers

Event data classification

3 benchmarks

12 papers

Affordance Recognition

8 benchmarks

11 papers

Infrared image super-resolution

2 benchmarks

11 papers

Short-term Object Interaction Anticipation

4 benchmarks

11 papers

SVBRDF Estimation

0 benchmarks

11 papers

Motion Captioning

4 benchmarks

11 papers

The Semantic Segmentation Of Remote Sensing Imagery

2 benchmarks

11 papers

Multi-Person Pose Estimation and Tracking

1 benchmarks

11 papers

Visual Social Relationship Recognition

4 benchmarks

10 papers

Skills Evaluation

3 benchmarks

10 papers

Visual Analogies

0 benchmarks

10 papers

Single-object discovery

5 benchmarks

10 papers

Image Editing

28 benchmarks

10 papers

Online Vectorized HD Map Construction

1 benchmarks

10 papers

Story Continuation

7 benchmarks

10 papers

3D Shape Reconstruction From A Single 2D Image

2 benchmarks

10 papers

Text-to-Face Generation

0 benchmarks

10 papers

2D Panoptic Segmentation

11 benchmarks

9 papers

Age and Gender Estimation

4 benchmarks

9 papers

Raw reconstruction

0 benchmarks

9 papers

Meter Reading

4 benchmarks

9 papers

4D Panoptic Segmentation

1 benchmarks

9 papers

Camera Auto-Calibration

0 benchmarks

9 papers

Unsupervised Landmark Detection

1 benchmarks

9 papers

Traffic Accident Detection

5 benchmarks

8 papers

Birds Eye View Object Detection

22 benchmarks

8 papers

Multi-object discovery

3 benchmarks

8 papers

Part-aware Panoptic Segmentation

2 benchmarks

8 papers

Seeing Beyond the Visible

2 benchmarks

8 papers

Defocus Estimation

3 benchmarks

8 papers

Scene-Aware Dialogue

1 benchmarks

8 papers

Fine-Grained Vehicle Classification

0 benchmarks

8 papers

Training-free 3D Point Cloud Classification

6 benchmarks

8 papers

3D Object Captioning

6 benchmarks

7 papers

Synthetic Image Attribution

0 benchmarks

7 papers

Personalized Segmentation

1 benchmarks

7 papers

Prediction Of Occupancy Grid Maps

2 benchmarks

7 papers

Perpetual View Generation

6 benchmarks

7 papers

Generalized Referring Expression Comprehension

2 benchmarks

7 papers

Horizon Line Estimation

6 benchmarks

7 papers

Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly

5 benchmarks

6 papers

Language-Based Temporal Localization

2 benchmarks

6 papers

Text-based Person Retrieval with Noisy Correspondence

15 benchmarks

6 papers

3D Point Cloud Interpolation

60 benchmarks

6 papers

Unsupervised Image Decomposition

0 benchmarks

6 papers

Multi-Oriented Scene Text Detection

1 benchmarks

6 papers

Long Video Retrieval (Background Removed)

9 benchmarks

6 papers

Period Estimation

1 benchmarks

6 papers

Keypoint detection and image matching

0 benchmarks

6 papers

Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly

5 benchmarks

6 papers

Lifelike 3D Human Generation

4 benchmarks

6 papers

Transparent Object Detection

0 benchmarks

6 papers

Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly

5 benchmarks

6 papers

Unsupervised Anomaly Detection with Specified Settings -- 1% anomaly

5 benchmarks

6 papers

Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly

5 benchmarks

6 papers

Historical Color Image Dating

2 benchmarks

6 papers

Gaze Target Estimation

5 benchmarks

6 papers

VCGBench-Diverse

9 benchmarks

5 papers

Partial Video Copy Detection

1 benchmarks

5 papers

Instance Shadow Detection

6 benchmarks

5 papers

Eyeblink detection

2 benchmarks

5 papers

Explanatory Visual Question Answering

16 benchmarks

5 papers

Micro-gesture Recognition

2 benchmarks

5 papers

Hierarchical Text Segmentation

5 benchmarks

5 papers

Single-Image-Based Hdr Reconstruction

3 benchmarks

5 papers

ECG Digitization

1 benchmarks

5 papers

Generative 3D Object Classification

6 benchmarks

5 papers

Spatial Relation Recognition

1 benchmarks

5 papers

Atomic action recognition

1 benchmarks

5 papers

Parking Space Occupancy

7 benchmarks

5 papers

Marine Animal Segmentation

0 benchmarks

4 papers

Face Quality Assessement

3 benchmarks

4 papers

Lidar Scene Completion

6 benchmarks

4 papers

drone-based object tracking

0 benchmarks

4 papers

Fashion Compatibility Learning

0 benchmarks

4 papers

Mental Workload Estimation

0 benchmarks

4 papers

Supervised Image Retrieval

1 benchmarks

4 papers

Image-based Automatic Meter Reading

0 benchmarks

4 papers

Animal Action Recognition

0 benchmarks

4 papers

Clothing Attribute Recognition

1 benchmarks

4 papers

Unsupervised Panoptic Segmentation

8 benchmarks

4 papers

Video-to-image Affordance Grounding

8 benchmarks

4 papers

Video-Adverb Retrieval

15 benchmarks

4 papers

Weakly Supervised 3D Point Cloud Segmentation

0 benchmarks

4 papers

Continuous Affect Estimation

5 benchmarks

4 papers

Object Segmentation

38 benchmarks

4 papers

Fashion Understanding

1 benchmarks

4 papers

Semi-Supervised Video Classification

0 benchmarks

3 papers

Training-free 3D Part Segmentation

3 benchmarks

3 papers

Few Shot Open Set Object Detection

1 benchmarks

3 papers

Hurricane Forecasting

0 benchmarks

3 papers

Thermal Image Denoising

0 benchmarks

3 papers

Human-Object Interaction Anticipation

3 benchmarks

3 papers

Damaged Building Detection

0 benchmarks

3 papers

2D Semantic Segmentation task 3 (25 classes)

2 benchmarks

3 papers

Physical Attribute Prediction

1 benchmarks

3 papers

Depth Image Estimation

0 benchmarks

3 papers

Human-Object Interaction Concept Discovery

1 benchmarks

3 papers

Single-shot HDR Reconstruction

0 benchmarks

3 papers

2D Tiny Object Detection

0 benchmarks

2 papers

Uncropping

3 benchmarks

2 papers

Open Vocabulary Action Detection

3 benchmarks

2 papers

Video Chaptering

10 benchmarks

2 papers

Reconstruction

67 benchmarks

2 papers

Vehicle Key-Point and Orientation Estimation

1 benchmarks

2 papers

Safety Perception Recognition

2 benchmarks

2 papers

3D Scene Graph Alignment

3 benchmarks

2 papers

Pulmorary Vessel Segmentation

2 benchmarks

2 papers

Human fMRI response prediction

0 benchmarks

2 papers

self-supervised scene text recognition

4 benchmarks

2 papers

Micro-expression Generation

0 benchmarks

2 papers

Calving Front Delineation In Synthetic Aperture Radar Imagery

1 benchmarks

2 papers

HD semantic map learning

3 benchmarks

2 papers

Geometrical View

0 benchmarks

2 papers

Medical Image Deblurring

4 benchmarks

2 papers

3D Object Super-Resolution

284 benchmarks

2 papers

Occluded 3D Object Symmetry Detection

1 benchmarks

1 papers

JPEG Decompression

4 benchmarks

1 papers

IFC Entity Classification

2 benchmarks

1 papers

Video Based Workflow Recognition

1 benchmarks

1 papers

Procedure Step Recognition

3 benchmarks

1 papers

Specular Segmentation

0 benchmarks

1 papers

3D Canonical Hand Pose Estimation

3 benchmarks

1 papers

Laminar-Turbulent Flow Localisation

1 benchmarks

1 papers

MLLM Evaluation: Aesthetics

0 benchmarks

1 papers

Interactive 3D Instance Segmentation

1 benchmarks

1 papers

Brain Visual Reconstruction

1 benchmarks

1 papers

Few-Shot Transfer Learning for Saliency Prediction

27 benchmarks

1 papers

State Change Object Detection

3 benchmarks

1 papers

Multi-object colocalization

2 benchmarks

1 papers

eXtreme-Video-Frame-Interpolation

0 benchmarks

1 papers

Segmentation Based Workflow Recognition

1 benchmarks

1 papers

Future Hand Prediction

5 benchmarks

1 papers

Image Similarity Detection

5 benchmarks

1 papers

Partial Point Cloud Matching

2 benchmarks

1 papers

Pose Contrastive Learning

0 benchmarks

1 papers

video narration captioning

4 benchmarks

1 papers

Video & Kinematic Base Workflow Recognition

1 benchmarks

1 papers

Document Image Skew Estimation

1 benchmarks

1 papers

Audio-Video Question Answering (AVQA)

0 benchmarks

1 papers

Kinematic Based Workflow Recognition

1 benchmarks

1 papers

Film Removal

0 benchmarks

1 papers

Surface Normals Estimation from Point Clouds

0 benchmarks

1 papers

Video, Kinematic & Segmentation Base Workflow Recognition

1 benchmarks

1 papers

lidar absolute pose regression

8 benchmarks

1 papers

Linear Probing Object-Level 3D Awareness

0 benchmarks

1 papers

Concept-based Classification

10 benchmarks

1 papers

Point cloud classification dataset

0 benchmarks

1 papers

Computer Vision Transduction

0 benchmarks

0 papers

Open-set video tagging

0 benchmarks

0 papers

Foveation

0 benchmarks

0 papers

Sketch

24 benchmarks

0 papers

Image Quality Estimation

0 benchmarks

0 papers

Dehazing

29 benchmarks

0 papers

Image and Video Forgery Detection

0 benchmarks

0 papers

Image Text Removal

0 benchmarks

0 papers

Document To Image Conversion

0 benchmarks

0 papers

Transform A Video Into A Comics

0 benchmarks

0 papers

Video

1035 benchmarks

0 papers

Forgery

0 benchmarks

0 papers

Pornography Detection

0 benchmarks

0 papers

Typeface Completion

0 benchmarks

0 papers

Text-To-Image

13 benchmarks

0 papers

Crowds

29 benchmarks

0 papers

Visual Sentiment Prediction

0 benchmarks

0 papers

Frame Duplication Detection

0 benchmarks

0 papers

Hand

91 benchmarks

0 papers

Flooded Building Segmentation

0 benchmarks

0 papers

Detecting Shadows

0 benchmarks

0 papers

Motion Detection In Non-Stationary Scenes

0 benchmarks

0 papers

Multi-modal image segmentation

0 benchmarks

0 papers

Constrained Diffeomorphic Image Registration

0 benchmarks

0 papers

Trademark Retrieval

0 benchmarks

0 papers

Yield Mapping In Apple Orchards

0 benchmarks

0 papers

Population Mapping

0 benchmarks

0 papers

Dynamic Texture Recognition

0 benchmarks

0 papers

Sar Image Despeckling

0 benchmarks

0 papers

Image Declipping

0 benchmarks

0 papers

Image Steganography

0 benchmarks

0 papers

Hyperspectral

49 benchmarks

0 papers

Spectrum Cartography

0 benchmarks

0 papers

Image Instance Retrieval

1 benchmarks

0 papers

Spectral Estimation

0 benchmarks

0 papers

Animation

10 benchmarks

0 papers

GAN image forensics

0 benchmarks

0 papers

Video Correspondence Flow

0 benchmarks

0 papers

Spoof Detection

7 benchmarks

0 papers

Visual Recognition

4 benchmarks

0 papers

Image Recognition

15 benchmarks

0 papers

Shape Representation Of 3D Point Clouds

45 benchmarks

0 papers

Kiss Detection

0 benchmarks

0 papers

Intelligent Surveillance

42 benchmarks

0 papers

Weakly-supervised panoptic segmentation

0 benchmarks

0 papers

Materials Imaging

0 benchmarks

0 papers

Unbalanced Segmentation

0 benchmarks

0 papers

Image Imputation

0 benchmarks

0 papers

Steganographics

0 benchmarks

0 papers

Metamerism

0 benchmarks

0 papers

Observation Completion

0 benchmarks

0 papers

4D Spatio Temporal Semantic Segmentation

0 benchmarks

0 papers

Image-To-Gps Verification

0 benchmarks

0 papers

Generalized Zero-Shot Learning - Unseen

0 benchmarks

0 papers

JPEG Artifact Removal

0 benchmarks

0 papers

Transparency Separation

0 benchmarks

0 papers

Image Morphing

0 benchmarks

0 papers

Lightfield

0 benchmarks

0 papers

Sperm Morphology Classification

0 benchmarks

0 papers

Landmine

0 benchmarks

0 papers

Amodal Layout Estimation

0 benchmarks

0 papers

House Generation

0 benchmarks

0 papers

Blink estimation

3 benchmarks

0 papers

Camouflage Segmentation

0 benchmarks

0 papers

Manufacturing Quality Control

0 benchmarks

0 papers

Template Matching

0 benchmarks

0 papers

3D Rotation Estimation

0 benchmarks

0 papers

Survey

0 benchmarks

0 papers

Neural Stylization

3 benchmarks

0 papers

Animated GIF Generation

0 benchmarks

0 papers

Data Ablation

0 benchmarks

0 papers

Partially View-aligned Multi-view Learning

4 benchmarks

0 papers

Prostate Zones Segmentation

0 benchmarks

0 papers

Im2Spec

0 benchmarks

0 papers

Bokeh Effect Rendering

0 benchmarks

0 papers

BRDF estimation

0 benchmarks

0 papers

Unity

0 benchmarks

0 papers

road scene understanding

9 benchmarks

0 papers

3D Character Animation From A Single Photo

10 benchmarks

0 papers

Image Deblocking

0 benchmarks

0 papers

Action Analysis

0 benchmarks

0 papers

3D Surface Generation

0 benchmarks

0 papers

Superpixels

0 benchmarks

0 papers

Open Set Video Captioning

0 benchmarks

0 papers

Neural Radiance Caching

0 benchmarks

0 papers

Facial Editing

0 benchmarks

0 papers

3D Prostate Segmentation

0 benchmarks

0 papers

Video Propagation

0 benchmarks

0 papers

Video Individual Counting

0 benchmarks

0 papers

Earthquake prediction

0 benchmarks

0 papers

3D Canonicalization

0 benchmarks

0 papers

Unsupervised 3D Point Cloud Linear Evaluation

0 benchmarks

0 papers

PSO-ConvNets Dynamics 1

0 benchmarks

0 papers

PSO-ConvNets Dynamics 2

0 benchmarks

0 papers

Referring Image Matting

6 benchmarks

0 papers

Image Retouching

0 benchmarks

0 papers

Image Fusion

36 benchmarks

0 papers

Situation Recognition

10 benchmarks

0 papers

Network Interpretation

0 benchmarks

0 papers

Image Retargeting

0 benchmarks

0 papers

Wireframe Parsing

0 benchmarks

0 papers

RGB-D Reconstruction

0 benchmarks

0 papers

Deep Feature Inversion

0 benchmarks

0 papers

HYPERVIEW Challenge

0 benchmarks

0 papers

Aggregate xView3 Metric

0 benchmarks

0 papers

Spatial Token Mixer

0 benchmarks

0 papers

Image Deep Networks

0 benchmarks

0 papers

Steganalysis

0 benchmarks

0 papers

3D Inpainting

0 benchmarks

0 papers

Conformal Prediction

0 benchmarks

0 papers

Prompt-driven Zero-shot Domain Adaptation

0 benchmarks

0 papers

Finger Vein Recognition

0 benchmarks

0 papers

highlight removal

0 benchmarks

0 papers

text-guided-generation

0 benchmarks

0 papers

single-image-generation

0 benchmarks

0 papers

human-scene contact detection

0 benchmarks

0 papers

Calving Front Delineation From Synthetic Aperture Radar Imagery

0 benchmarks

0 papers

Zero-shot Text-to-Video Generation

0 benchmarks

0 papers

Class-Incremental Semantic Segmentation

7 benchmarks

0 papers

Motion Magnification

0 benchmarks

0 papers

continual anomaly detection

0 benchmarks

0 papers

Multilingual Text-to-Image Generation

0 benchmarks

0 papers

Crosslingual Text-to-Image Generation

0 benchmarks

0 papers

Unsupervised Long Term Person Re-Identification

0 benchmarks

0 papers

Relation Network

0 benchmarks

0 papers

Point- of-no-return (PNR) temporal localization

0 benchmarks

0 papers

Motion Expressions Guided Video Segmentation

0 benchmarks

0 papers

Potrait Generation

0 benchmarks

0 papers

Change Data Generation

0 benchmarks

0 papers

NWP Post-processing

0 benchmarks

0 papers

Semi-Supervised Domain Generalization

0 benchmarks

0 papers

Diffusion Personalization

3 benchmarks

0 papers

Train Ego-Path Detection

0 benchmarks

0 papers

gaze redirection

0 benchmarks

0 papers

Reference Expression Generation

0 benchmarks

0 papers

Image Operation Chain Detection

0 benchmarks

0 papers

Specular Reflection Mitigation

0 benchmarks

0 papers

Personality Trait Recognition by Face

2 benchmarks

0 papers

Unsupervised Zero-Shot Panoptic Segmentation

3 benchmarks

0 papers

MLLM Aesthetic Evaluation

0 benchmarks

0 papers

Derendering

0 benchmarks

0 papers

6D Vision

0 benchmarks

0 papers

Satellite Orbit Determination

0 benchmarks

0 papers

Computer Vision Techniques Adopted in 3D Cryogenic Electron Microscopy

0 benchmarks

0 papers

Single Particle Analysis

0 benchmarks

0 papers

Earth Observation

0 benchmarks

0 papers

Generative Temporal Nursing

0 benchmarks

0 papers

Scene Text Editing

0 benchmarks

0 papers

Portrait Animation

0 benchmarks

0 papers

Dataset Distillation

0 benchmarks

0 papers

Vietnamese Multimodal Learning

0 benchmarks

0 papers

Grounded Multimodal Named Entity Recognition

1 benchmarks

0 papers

spatial-aware image editing

0 benchmarks

0 papers

Multi Class Classification (Four-level Video Classification)

0 benchmarks

0 papers

Part-based Representation Learning

0 benchmarks

0 papers

Disjoint 19-1

1 benchmarks

0 papers

Pupil Diameter Estimation

0 benchmarks

0 papers

Anatomical Landmark Detection

0 benchmarks

0 papers

Weakly Supervised Referring Expression Segmentation

0 benchmarks

0 papers

Exposure Correction

0 benchmarks

0 papers

Image Editing Dection

0 benchmarks

0 papers

Semi-Supervised Image Regression

0 benchmarks

0 papers

Action Quality Assessment Report Generation

0 benchmarks

0 papers

Active 3D Reconstruction

0 benchmarks

0 papers

Temperature Prediction Using Specklegrams

1 benchmarks

0 papers

Zero-shot skeleton-based action recognition

0 benchmarks

0 papers

Subject-driven Video Generation

0 benchmarks

0 papers

Reasoning Segmentation

0 benchmarks

0 papers

Reasoning Video Object Segmentation

0 benchmarks

0 papers

LMM real-life tasks

2 benchmarks

0 papers

Drawing Pictures

8 benchmarks

0 papers

Referring Multi-Object Tracking

0 benchmarks

0 papers

Human Fitting

0 benchmarks

0 papers

Layout Generation

0 benchmarks

0 papers

Video Forecasting

0 benchmarks

0 papers

Full reference image quality assessment

7 benchmarks

0 papers

Appearance Transfer

0 benchmarks

0 papers

Language Model Evaluation

0 benchmarks

0 papers

OpenAI Vision

0 benchmarks

0 papers

Forgery Image Detection

0 benchmarks

0 papers

Weather Editing

0 benchmarks

0 papers

3D Mesh Denoising

0 benchmarks

0 papers

Query focused video summarization

0 benchmarks

0 papers

Streaming video understanding

0 benchmarks

0 papers

Pointwise large-scale scene completion

0 benchmarks

0 papers

Spatio-temporal Action Recognition

0 benchmarks

0 papers

Video Focal Modulation

0 benchmarks

0 papers

Natural Language Processing

Translation

6 benchmarks

12395 papers

Question Answering

406 benchmarks

10817 papers

Machine Translation

126 benchmarks

10752 papers

Sentiment Analysis

170 benchmarks

5630 papers

Information Retrieval

34 benchmarks

4740 papers

Knowledge Distillation

18 benchmarks

4240 papers

Text Classification

261 benchmarks

3635 papers

Named Entity Recognition (NER)

161 benchmarks

2874 papers

Binary Classification

8 benchmarks

2574 papers

Semantic Textual Similarity

40 benchmarks

2381 papers

Visual Question Answering

61 benchmarks

2177 papers

Visual Question Answering (VQA)

230 benchmarks

2167 papers

Specificity

0 benchmarks

2094 papers

Natural Language Understanding

29 benchmarks

1978 papers

Relation Extraction

156 benchmarks

1977 papers

Natural Language Inference

65 benchmarks

1961 papers

Image Captioning

177 benchmarks

1878 papers

NMT

0 benchmarks

1773 papers

Reading Comprehension

28 benchmarks

1760 papers

Code Generation

71 benchmarks

1697 papers

Video Generation

45 benchmarks

1466 papers

Dependency Parsing

33 benchmarks

1407 papers

Prompt Engineering

16 benchmarks

1236 papers

Semantic Parsing

70 benchmarks

1202 papers

Instruction Following

5 benchmarks

1135 papers

Memorization

1 benchmarks

1088 papers

Text-to-Image Generation

55 benchmarks

1085 papers

Word Sense Disambiguation

41 benchmarks

1035 papers

Part-Of-Speech Tagging

15 benchmarks

990 papers

Text to Image Generation

1 benchmarks

969 papers

Common Sense Reasoning

37 benchmarks

939 papers

Response Generation

8 benchmarks

914 papers

Topic Models

15 benchmarks

881 papers

Coreference Resolution

24 benchmarks

880 papers

Abstractive Text Summarization

41 benchmarks

846 papers

Intrusion Detection

20 benchmarks

800 papers

Cross-Lingual Transfer

55 benchmarks

782 papers

Document Summarization

22 benchmarks

760 papers

Entity Linking

55 benchmarks

735 papers

Question Generation

25 benchmarks

664 papers

Document Classification

23 benchmarks

641 papers

Semantic Role Labeling

10 benchmarks

620 papers

Sentence Embeddings

4 benchmarks

615 papers

Dialogue Generation

42 benchmarks

606 papers

Word Alignment

7 benchmarks

551 papers

POS Tagging

2 benchmarks

523 papers

Cross-Modal Retrieval

60 benchmarks

522 papers

Language Acquisition

1 benchmarks

522 papers

Hate Speech Detection

23 benchmarks

507 papers

Open-Domain Question Answering

41 benchmarks

494 papers

Fake News Detection

15 benchmarks

490 papers

Relational Reasoning

7 benchmarks

483 papers

Aspect-Based Sentiment Analysis (ABSA)

63 benchmarks

469 papers

Text Simplification

37 benchmarks

468 papers

Emotion Classification

17 benchmarks

458 papers

Slot Filling

31 benchmarks

458 papers

Morphological Analysis

0 benchmarks

452 papers

Chunking

9 benchmarks

447 papers

Event Extraction

22 benchmarks

446 papers

Relation Classification

20 benchmarks

445 papers

GSM8K

2 benchmarks

439 papers

Text-To-SQL

19 benchmarks

424 papers

Grammatical Error Correction

21 benchmarks

415 papers

Self-Learning

0 benchmarks

404 papers

Word Similarity

1 benchmarks

378 papers

Text Matching

0 benchmarks

364 papers

Lemmatization

0 benchmarks

351 papers

Intent Classification

6 benchmarks

344 papers

Stance Detection

33 benchmarks

343 papers

Natural Language Queries

5 benchmarks

337 papers

Intent Detection

46 benchmarks

330 papers

document understanding

0 benchmarks

309 papers

Task-Oriented Dialogue Systems

10 benchmarks

308 papers

Safety Alignment

0 benchmarks

288 papers

Argument Mining

11 benchmarks

284 papers

Sarcasm Detection

11 benchmarks

266 papers

Novelty Detection

0 benchmarks

249 papers

Story Generation

47 benchmarks

235 papers

Explanation Generation

10 benchmarks

235 papers

Data-to-Text Generation

119 benchmarks

219 papers

Fact Verification

7 benchmarks

216 papers

Authorship Attribution

0 benchmarks

212 papers

Paraphrase Generation

6 benchmarks

209 papers

Open Information Extraction

42 benchmarks

207 papers

Constituency Parsing

11 benchmarks

204 papers

Text-to-Video Generation

13 benchmarks

201 papers

Bias Detection

7 benchmarks

199 papers

Model Editing

4 benchmarks

193 papers

Spelling Correction

1 benchmarks

193 papers

Discourse Parsing

16 benchmarks

189 papers

Text Style Transfer

4 benchmarks

186 papers

Protein Folding

0 benchmarks

185 papers

Entity Resolution

21 benchmarks

184 papers

De-identification

0 benchmarks

174 papers

Paraphrase Identification

19 benchmarks

172 papers

Keyword Extraction

9 benchmarks

172 papers

Entity Typing

18 benchmarks

170 papers

Document Ranking

3 benchmarks

168 papers

Abusive Language

0 benchmarks

166 papers

Term Extraction

7 benchmarks

160 papers

Entity Disambiguation

12 benchmarks

156 papers

Conversational Search

0 benchmarks

154 papers

Keyphrase Extraction

7 benchmarks

153 papers

Sentence Compression

2 benchmarks

149 papers

Lexical Simplification

0 benchmarks

147 papers

Speech-to-Text Translation

14 benchmarks

146 papers

Conversational Question Answering

2 benchmarks

142 papers

Morphological Inflection

0 benchmarks

135 papers

text annotation

0 benchmarks

127 papers

Entity Extraction using GAN

0 benchmarks

127 papers

Word Translation

0 benchmarks

125 papers

Text Clustering

28 benchmarks

123 papers

Spam detection

1 benchmarks

117 papers

AMR Parsing

10 benchmarks

117 papers

Visual Storytelling

24 benchmarks

115 papers

Semantic Composition

0 benchmarks

110 papers

Deep Attention

0 benchmarks

109 papers

Multimodal Machine Translation

10 benchmarks

108 papers

Word Sense Induction

3 benchmarks

107 papers

Document-level Relation Extraction

6 benchmarks

106 papers

Automated Essay Scoring

1 benchmarks

104 papers

Stock Prediction

10 benchmarks

102 papers

Few-Shot Text Classification

19 benchmarks

100 papers

Token Classification

2 benchmarks

99 papers

Rumour Detection

2 benchmarks

98 papers

Dialogue Evaluation

4 benchmarks

97 papers

Multilingual NLP

0 benchmarks

96 papers

Twitter Sentiment Analysis

1 benchmarks

96 papers

Extractive Text Summarization

13 benchmarks

95 papers

Morphological Tagging

0 benchmarks

95 papers

Aspect Extraction

8 benchmarks

92 papers

3D Action Recognition

149 benchmarks

91 papers

Sentence Completion

2 benchmarks

91 papers

Phrase Grounding

10 benchmarks

88 papers

Temporal Relation Extraction

7 benchmarks

88 papers

Semantic Retrieval

1 benchmarks

86 papers

Temporal Information Extraction

17 benchmarks

86 papers

Long-Context Understanding

26 benchmarks

81 papers

Dialogue Understanding

34 benchmarks

79 papers

Emotional Intelligence

2 benchmarks

77 papers

Data-free Knowledge Distillation

4 benchmarks

75 papers

Key Information Extraction

9 benchmarks

74 papers

Passage Ranking

1 benchmarks

73 papers

Abuse Detection

23 benchmarks

73 papers

Linguistic Acceptability

10 benchmarks

72 papers

Cloze Test

12 benchmarks

71 papers

Table-to-Text Generation

30 benchmarks

68 papers

Authorship Verification

0 benchmarks

68 papers

Complex Word Identification

0 benchmarks

67 papers

Conditional Text Generation

1 benchmarks

67 papers

Humor Detection

1 benchmarks

64 papers

Subjectivity Analysis

2 benchmarks

63 papers

Question Similarity

1 benchmarks

62 papers

Propaganda detection

0 benchmarks

61 papers

Open-Domain Dialog

10 benchmarks

60 papers

Attribute Extraction

1 benchmarks

59 papers

Image-to-Text Retrieval

19 benchmarks

59 papers

Meme Classification

12 benchmarks

59 papers

Source Code Summarization

13 benchmarks

58 papers

Lexical Analysis

0 benchmarks

56 papers

Negation Detection

4 benchmarks

55 papers

Goal-Oriented Dialog

4 benchmarks

54 papers

Meeting Summarization

2 benchmarks

53 papers

Review Generation

0 benchmarks

51 papers

Punctuation Restoration

0 benchmarks

51 papers

Sentence Ordering

1 benchmarks

50 papers

Hallucination Evaluation

0 benchmarks

49 papers

Graph-to-Sequence

2 benchmarks

48 papers

Lexical Normalization

1 benchmarks

47 papers

Hope Speech Detection

2 benchmarks

47 papers

Decipherment

0 benchmarks

46 papers

Conversational Response Selection

35 benchmarks

46 papers

Arabic Sentiment Analysis

1 benchmarks

42 papers

Intent Discovery

3 benchmarks

42 papers

Ad-Hoc Information Retrieval

6 benchmarks

41 papers

Document AI

1 benchmarks

40 papers

Sign Language Production

0 benchmarks

40 papers

Recipe Generation

14 benchmarks

40 papers

Weakly Supervised Classification

2 benchmarks

39 papers

Code Repair

6 benchmarks

39 papers

Sentence-Pair Classification

0 benchmarks

38 papers

Attribute Value Extraction

4 benchmarks

35 papers

Morphological Disambiguation

0 benchmarks

34 papers

Age And Gender Classification

3 benchmarks

34 papers

Hypernym Discovery

9 benchmarks

33 papers

Passage Re-Ranking

2 benchmarks

32 papers

Aspect Category Detection

9 benchmarks

31 papers

News Generation

1 benchmarks

29 papers

Aggression Identification

0 benchmarks

27 papers

Winogrande

0 benchmarks

26 papers

Table-based Fact Verification

2 benchmarks

26 papers

Pretrained Multilingual Language Models

0 benchmarks

26 papers

Cross-Lingual Document Classification

14 benchmarks

25 papers

CCG Supertagging

1 benchmarks

24 papers

KG-to-Text Generation

35 benchmarks

22 papers

Dialog Act Classification

1 benchmarks

22 papers

Cross-Lingual Entity Linking

1 benchmarks

22 papers

Extreme Summarization

10 benchmarks

22 papers

Conversational Response Generation

7 benchmarks

22 papers

Scientific Document Summarization

7 benchmarks

22 papers

Inductive knowledge graph completion

98 benchmarks

20 papers

Binary text classification

9 benchmarks

20 papers

Probing Language Models

1 benchmarks

20 papers

Relationship Extraction (Distant Supervised)

8 benchmarks

19 papers

Toponym Resolution

0 benchmarks

19 papers

Vietnamese Datasets

0 benchmarks

17 papers

Gender Bias Detection

0 benchmarks

17 papers

Action Parsing

1 benchmarks

15 papers

Polyphone disambiguation

1 benchmarks

15 papers

Semantic entity labeling

2 benchmarks

14 papers

Fact Selection

1 benchmarks

14 papers

Author Attribution

0 benchmarks

13 papers

Commonsense Causal Reasoning

0 benchmarks

13 papers

Persian Sentiment Analysis

0 benchmarks

13 papers

Nested Mention Recognition

2 benchmarks

11 papers

Multi-agent Integration

1 benchmarks

9 papers

answerability prediction

1 benchmarks

9 papers

Zero-Shot Machine Translation

0 benchmarks

8 papers

Definition Modelling

0 benchmarks

8 papers

Summarization

11 benchmarks

8 papers

Open Intent Discovery

16 benchmarks

7 papers

Multimodal Text and Image Classification

28 benchmarks

7 papers

Multimodal Association

1 benchmarks

7 papers

Dialogue Rewriting

9 benchmarks

7 papers

News Annotation

0 benchmarks

6 papers

Handwriting Verification

3 benchmarks

6 papers

Aspect-Category-Opinion-Sentiment Quadruple Extraction

18 benchmarks

6 papers

Zero-shot Sentiment Classification

1 benchmarks

6 papers

Cross-Lingual Bitext Mining

4 benchmarks

6 papers

Syntax Representation

0 benchmarks

6 papers

Morpheme Segmentaiton

3 benchmarks

6 papers

Reading Order Detection

3 benchmarks

6 papers

Aspect Category Polarity

1 benchmarks

6 papers

Binary Condescension Detection

1 benchmarks

5 papers

Job classification

0 benchmarks

5 papers

Stereotypical Bias Analysis

10 benchmarks

5 papers

Multi-label Condescension Detection

1 benchmarks

5 papers

Text2text Generation

1 benchmarks

5 papers

Text Effects Transfer

0 benchmarks

5 papers

AI and Safety

0 benchmarks

4 papers

Text-Variation

0 benchmarks

4 papers

Text-to-video search

0 benchmarks

4 papers

Chemical Indexing

1 benchmarks

4 papers

Twitter Event Detection

3 benchmarks

4 papers

Logical Reasoning Reading Comprehension

0 benchmarks

4 papers

Attribute Mining

3 benchmarks

4 papers

Recognizing Emotion Cause in Conversations

10 benchmarks

3 papers

Personality Recognition in Conversation

7 benchmarks

3 papers

Phrase Ranking

4 benchmarks

3 papers

Conversational Web Navigation

4 benchmarks

3 papers

Memex Question Answering

1 benchmarks

3 papers

Phrase Tagging

6 benchmarks

3 papers

AMR Graph Similarity

2 benchmarks

3 papers

Record linking

0 benchmarks

3 papers

Math Information Retrieval

4 benchmarks

2 papers

Turkish Text Diacritization

1 benchmarks

2 papers

Hate Span Identification

0 benchmarks

2 papers

Hungarian Text Diacritization

1 benchmarks

2 papers

Workflow Discovery

4 benchmarks

2 papers

Negation and Speculation Scope resolution

0 benchmarks

2 papers

Role-filler Entity Extraction

1 benchmarks

2 papers

Open Relation Modeling

0 benchmarks

2 papers

ValNov

6 benchmarks

2 papers

SemEval-2022 Task 4-1 (Binary PCL Detection)

1 benchmarks

2 papers

Czech Text Diacritization

1 benchmarks

2 papers

Slovak Text Diacritization

1 benchmarks

2 papers

Irish Text Diacritization

1 benchmarks

2 papers

Vietnamese Text Diacritization

1 benchmarks

2 papers

Croatian Text Diacritization

1 benchmarks

2 papers

Context Query Reformulation

0 benchmarks

2 papers

French Text Diacritization

1 benchmarks

2 papers

Latvian Text Diacritization

1 benchmarks

2 papers

Spanish Text Diacritization

1 benchmarks

2 papers

Description-guided molecule generation

1 benchmarks

2 papers

Negation and Speculation Cue Detection

2 benchmarks

2 papers

Romanian Text Diacritization

1 benchmarks

2 papers

Text-to-GQL

0 benchmarks

2 papers

Speaker Attribution in German Parliamentary Debates (GermEval 2023, subtask 1)

1 benchmarks

1 papers

Clinical Assertion Status Detection

1 benchmarks

1 papers

GermEval2024 Shared Task 1 Subtask 1

1 benchmarks

1 papers

Crowdsourced Text Aggregation

2 benchmarks

1 papers

Joint Entity and Relation Extraction on Scientific Data

0 benchmarks

1 papers

Multilingual Machine Comprehension in English Hindi

8 benchmarks

1 papers

multi-word expression sememe prediction

0 benchmarks

1 papers

Asynchronous Group Communication

0 benchmarks

1 papers

NLP based Person Retrival

2 benchmarks

1 papers

Multimodal Text Prediction

2 benchmarks

1 papers

GermEval2024 Shared Task 1 Subtask 2

1 benchmarks

1 papers

TinyQA Benchmark++

2 benchmarks

1 papers

Multi-Grained Named Entity Recognition

0 benchmarks

1 papers

multi-word expression embedding

0 benchmarks

1 papers

Question-Answer categorization

4 benchmarks

1 papers

Poem meters classification

1 benchmarks

1 papers

Optical Charater Recogntion

1 benchmarks

0 papers

Multlingual Neural Machine Translation

0 benchmarks

0 papers

Question to Declarative Sentence

0 benchmarks

0 papers

Chinese

14 benchmarks

0 papers

Clickbait Detection

0 benchmarks

0 papers

Web Page Tagging

0 benchmarks

0 papers

Overlapping Mention Recognition

0 benchmarks

0 papers

Cross-Lingual

70 benchmarks

0 papers

Abstract Argumentation

0 benchmarks

0 papers

Language Modeling

0 benchmarks

0 papers

Joint NER and Classification

0 benchmarks

0 papers

Counterspeech Detection

1 benchmarks

0 papers

Natural Language Transduction

9 benchmarks

0 papers

Anaphora Resolution

1 benchmarks

0 papers

Query Wellformedness

1 benchmarks

0 papers

Automatic Writing

0 benchmarks

0 papers

Phrase Vector Embedding

0 benchmarks

0 papers

incongruity detection

0 benchmarks

0 papers

Text Attribute Transfer

0 benchmarks

0 papers

Relation Mention Extraction

0 benchmarks

0 papers

Sentence Pair Modeling

13 benchmarks

0 papers

Speculation Detection

3 benchmarks

0 papers

Automated Writing Evaluation

0 benchmarks

0 papers

Meme Captioning

0 benchmarks

0 papers

Sentence Summarization

0 benchmarks

0 papers

Thai Word Segmentation

2 benchmarks

0 papers

Misogynistic Aggression Identification

0 benchmarks

0 papers

Commonsense Reasoning for RL

1 benchmarks

0 papers

Text Compression

0 benchmarks

0 papers

Extractive Tags Summarization

0 benchmarks

0 papers

Face Selection

0 benchmarks

0 papers

Domain Labelling

1 benchmarks

0 papers

Turning Point Identification

0 benchmarks

0 papers

Temporal Processing

21 benchmarks

0 papers

Taxonomy Learning

9 benchmarks

0 papers

Shallow Syntax

9 benchmarks

0 papers

Chinese Spelling Error Correction

0 benchmarks

0 papers

Vietnamese Word Segmentation

0 benchmarks

0 papers

Cognate Prediction

0 benchmarks

0 papers

Emergent communications on relations

0 benchmarks

0 papers

Chinese Spell Checking

2 benchmarks

0 papers

Complaint Comment Classification

0 benchmarks

0 papers

Reliable Intelligence Identification

0 benchmarks

0 papers

Vietnamese Parsing

0 benchmarks

0 papers

Job Prediction

0 benchmarks

0 papers

Diachronic Word Embeddings

0 benchmarks

0 papers

Vietnamese Aspect-Based Sentiment Analysis

0 benchmarks

0 papers

Text Anonymization

0 benchmarks

0 papers

Cross-Lingual Word Embeddings

0 benchmarks

0 papers

ARQMath2

0 benchmarks

0 papers

Suggestion mining

0 benchmarks

0 papers

Hate Speech Normalization

0 benchmarks

0 papers

Hate Intensity Prediction

0 benchmarks

0 papers

Reverse Dictionary

0 benchmarks

0 papers

Continual Named Entity Recognition

6 benchmarks

0 papers

Readability optimization

0 benchmarks

0 papers

Emotion Detection and Trigger Summarization

0 benchmarks

0 papers

Comment Generation

0 benchmarks

0 papers

Multi-lingual Text-to-Image Generation

0 benchmarks

0 papers

Cross-lingual Text-to-Image Generation

0 benchmarks

0 papers

Coding Problem Tagging

0 benchmarks

0 papers

Collaborative Plan Acquisition

0 benchmarks

0 papers

molecular representation

0 benchmarks

0 papers

Legal Reasoning

2 benchmarks

0 papers

Linguistic steganography

0 benchmarks

0 papers

trustable and focussed LLM generated content

0 benchmarks

0 papers

Japanese Word Segmentation

1 benchmarks

0 papers

WNLI

0 benchmarks

0 papers

Personality Generation

0 benchmarks

0 papers

In-Context Learning

0 benchmarks

0 papers

nlg evaluation

0 benchmarks

0 papers

Only Connect Walls Dataset Task 2 (Connections)

0 benchmarks

0 papers

Vietnamese Language Models

0 benchmarks

0 papers

Vietnamese Natural Language Understanding

0 benchmarks

0 papers

Social Media Mental Health Detection

0 benchmarks

0 papers

Vietnamese Fact Checking

0 benchmarks

0 papers

Simultaneous Speech-to-Speech Translation

0 benchmarks

0 papers

Vietnamese Scene Text

0 benchmarks

0 papers

Vietnamese Sentiment Analysis

0 benchmarks

0 papers

Joint Multilingual Sentence Representations

0 benchmarks

0 papers

HellaSwag

0 benchmarks

0 papers

Script Generation

0 benchmarks

0 papers

Vietnamese Lexical Normalization

0 benchmarks

0 papers

Vietnamese Hate Speech Detection

0 benchmarks

0 papers

Vietnamese Speech Recognition

0 benchmarks

0 papers

Multi-Dialect Vietnamese

0 benchmarks

0 papers

Political evalutation

0 benchmarks

0 papers

Semi-Supervised Text Regression

0 benchmarks

0 papers

Relevance Detection

0 benchmarks

0 papers

Drug Design

0 benchmarks

0 papers

ArabicMMLU

0 benchmarks

0 papers

Self-Evolving AI

0 benchmarks

0 papers

Philosophical Reflection

0 benchmarks

0 papers

Text Normalization

0 benchmarks

0 papers

Nested Term Recognition

5 benchmarks

0 papers

Retrieval-augmented Generation

0 benchmarks

0 papers

Human Agent Collaboration

0 benchmarks

0 papers

Medical

Language Modelling

111 benchmarks

17610 papers

Semantic Segmentation

613 benchmarks

14763 papers

Image Generation

567 benchmarks

6689 papers

EEG

0 benchmarks

2431 papers

Image Reconstruction

72 benchmarks

2143 papers

Medical Image Segmentation

341 benchmarks

2089 papers

Medical Image Analysis

1 benchmarks

1360 papers

Drug Discovery

68 benchmarks

1337 papers

Image Denoising

34 benchmarks

1220 papers

Synthetic Data Generation

6 benchmarks

822 papers

Medical Diagnosis

9 benchmarks

714 papers

Quantum Machine Learning

2 benchmarks

699 papers

MRI Reconstruction

14 benchmarks

441 papers

Epidemiology

0 benchmarks

425 papers

Medical Image Classification

20 benchmarks

424 papers

Disease Prediction

10 benchmarks

261 papers

COVID-19 Diagnosis

16 benchmarks

211 papers

Medical Image Registration

18 benchmarks

198 papers

Mortality Prediction

6 benchmarks

189 papers

Protein Structure Prediction

4 benchmarks

188 papers

Seizure Detection

2 benchmarks

175 papers

Protein Design

4 benchmarks

175 papers

Photoplethysmography (PPG)

40 benchmarks

148 papers

Retinal Vessel Segmentation

47 benchmarks

139 papers

Iris Recognition

0 benchmarks

139 papers

Brain Decoding

116 benchmarks

118 papers

ECG Classification

40 benchmarks

116 papers

Noise Estimation

2 benchmarks

114 papers

Retrosynthesis

4 benchmarks

110 papers

Electromyography (EMG)

7 benchmarks

94 papers

3D Classification

12 benchmarks

79 papers

Protein Function Prediction

14 benchmarks

79 papers

Medical Image Generation

5 benchmarks

78 papers

Eeg Decoding

2 benchmarks

74 papers

Acoustic echo cancellation

0 benchmarks

69 papers

Pneumonia Detection

5 benchmarks

63 papers

Lung Nodule Detection

4 benchmarks

59 papers

Seizure prediction

1 benchmarks

57 papers

Diabetic Retinopathy Detection

1 benchmarks

53 papers

Diabetic Retinopathy Grading

3 benchmarks

44 papers

3D Medical Imaging Segmentation

6 benchmarks

41 papers

Histopathological Image Classification

0 benchmarks

40 papers

Lung Nodule Classification

7 benchmarks

35 papers

Sleep Stage Detection

44 benchmarks

34 papers

Single-step retrosynthesis

6 benchmarks

34 papers

Diabetes Prediction

1 benchmarks

31 papers

3D Face Modelling

495 benchmarks

31 papers

Blood pressure estimation

40 benchmarks

29 papers

Kidney Function

1 benchmarks

29 papers

Length-of-Stay prediction

4 benchmarks

28 papers

Medical Code Prediction

46 benchmarks

27 papers

Protein Secondary Structure Prediction

12 benchmarks

26 papers

Respiratory Failure

2 benchmarks

26 papers

Automatic Sleep Stage Classification

6 benchmarks

25 papers

Molecule Captioning

13 benchmarks

25 papers

Landmark Tracking

2 benchmarks

24 papers

Clinical Concept Extraction

1 benchmarks

24 papers

Lung Disease Classification

0 benchmarks

24 papers

Medical Procedure

1 benchmarks

23 papers

Computational Phenotyping

1 benchmarks

18 papers

Tumour Classification

0 benchmarks

17 papers

Biomedical Information Retrieval

7 benchmarks

15 papers

Medical Relation Extraction

2 benchmarks

15 papers

Multi-tissue Nucleus Segmentation

10 benchmarks

14 papers

Surgical Gesture Recognition

0 benchmarks

14 papers

Text-based de novo Molecule Generation

10 benchmarks

14 papers

Chemical Reaction Prediction

4 benchmarks

14 papers

Breast Tumour Classification

2 benchmarks

13 papers

Anxiety Detection

1 benchmarks

12 papers

Physiological Computing

0 benchmarks

12 papers

Colorectal Gland Segmentation:

4 benchmarks

9 papers

Blood Cell Detection

0 benchmarks

9 papers

Fovea Detection

4 benchmarks

8 papers

Optic Cup Segmentation

1 benchmarks

8 papers

EMG Gesture Recognition

0 benchmarks

8 papers

Voice pathology detection

2 benchmarks

8 papers

Acne Severity Grading

1 benchmarks

7 papers

Medical Genetics

1 benchmarks

7 papers

Splice Site Prediction

1 benchmarks

7 papers

Document Text Classification

31 benchmarks

6 papers

Optic Disc Detection

2 benchmarks

6 papers

Genome Understanding

0 benchmarks

6 papers

Multi-Label Classification Of Biomedical Texts

2 benchmarks

6 papers

Circulatory Failure

2 benchmarks

5 papers

Epilepsy Prediction

1 benchmarks

4 papers

Drug ATC Classification

10 benchmarks

3 papers

Participant Intervention Comparison Outcome Extraction

1 benchmarks

3 papers

Surgical Skills Evaluation

4 benchmarks

3 papers

Chemical Entity Recognition

0 benchmarks

3 papers

Information Extraction

85 benchmarks

3 papers

Motion Correction In Multishot Mri

0 benchmarks

3 papers

Promoter Detection

1 benchmarks

2 papers

X-ray Visual Question Answering

1 benchmarks

2 papers

Covid Variant Prediction

1 benchmarks

1 papers

Optic Cup Detection

1 benchmarks

1 papers

ECG Patient Identification

3 benchmarks

1 papers

Epigenetic Marks Prediction

1 benchmarks

1 papers

Lung Nodule 3D Classification

1 benchmarks

1 papers

Core Promoter Detection

1 benchmarks

1 papers

Malaria Risk Exposure Prediction

0 benchmarks

0 papers

Single-cell modeling

0 benchmarks

0 papers

X-Ray

2 benchmarks

0 papers

Cancer

11 benchmarks

0 papers

Sleep Quality

76 benchmarks

0 papers

Sequential Diagnosis

0 benchmarks

0 papers

Patient Outcomes

1 benchmarks

0 papers

Mammogram

0 benchmarks

0 papers

Ecg Risk Stratification

1 benchmarks

0 papers

Atrial Fibrillation

4 benchmarks

0 papers

Skin

9 benchmarks

0 papers

Age-Related Macular Degeneration Classification

0 benchmarks

0 papers

Molecule Interpretation

0 benchmarks

0 papers

Muscular Movement Recognition

0 benchmarks

0 papers

Multiple Sequence Alignment

3 benchmarks

0 papers

White Matter Fiber Tractography

0 benchmarks

0 papers

Tomography

0 benchmarks

0 papers

Magnetic Resonance Fingerprinting

0 benchmarks

0 papers

Metal Artifact Reduction

0 benchmarks

0 papers

Ultrasound

1 benchmarks

0 papers

Pain Intensity Regression

3 benchmarks

0 papers

Medical Super-Resolution

0 benchmarks

0 papers

Skull Stripping

0 benchmarks

0 papers

Cancer Metastasis Detection

0 benchmarks

0 papers

Mitosis Detection

0 benchmarks

0 papers

Knee Osteoarthritis Prediction

0 benchmarks

0 papers

Readmission Prediction

0 benchmarks

0 papers

breast density classification

0 benchmarks

0 papers

Pulmonary Embolism Detection

1 benchmarks

0 papers

Molecular Dynamics

0 benchmarks

0 papers

Diabetic Foot Ulcer Detection

0 benchmarks

0 papers

Immune Repertoire Classification

0 benchmarks

0 papers

Multi Diseases Detection

0 benchmarks

0 papers

Population Assignment

0 benchmarks

0 papers

Cervical cancer biopsy identification

1 benchmarks

0 papers

Breast Tissue Identification

1 benchmarks

0 papers

Automated Pulmonary Nodule Detection And Classification

0 benchmarks

0 papers

Pulse wave simulation

0 benchmarks

0 papers

Photoplethysmogram simulation

0 benchmarks

0 papers

Bladder Segmentation

0 benchmarks

0 papers

Protein-Ligand Affinity Prediction

2 benchmarks

0 papers

Phenotype classification

1 benchmarks

0 papers

Respiratory Rate Estimation

0 benchmarks

0 papers

Molecular Docking

4 benchmarks

0 papers

Brain Morphometry

0 benchmarks

0 papers

3D Molecule Generation

0 benchmarks

0 papers

Forward reaction prediction

4 benchmarks

0 papers

Reagent Prediction

4 benchmarks

0 papers

Property Prediction

0 benchmarks

0 papers

Catalytic activity prediction

0 benchmarks

0 papers

Domain/Motif Prediction

0 benchmarks

0 papers

Functional Description Generation

0 benchmarks

0 papers

Chemical-Disease Interaction Extraction

0 benchmarks

0 papers

Chemical-Protein Interaction Extraction

0 benchmarks

0 papers

Transcription Factor Binding Site Prediction

2 benchmarks

0 papers

DNA analysis

0 benchmarks

0 papers

MonkeyPox Diagnosis

0 benchmarks

0 papers

RNA 3D STRUCTURE PREDICTION

0 benchmarks

0 papers

Atomistic Description

45 benchmarks

0 papers

de novo peptide sequencing

0 benchmarks

0 papers

Mutational/Variant Effect Prediction

0 benchmarks

0 papers

Brain Computer Interface

114 benchmarks

0 papers

Motor Imagery

48 benchmarks

0 papers

Within-Session Motor Imagery

48 benchmarks

0 papers

ERP

45 benchmarks

0 papers

SSVEP

21 benchmarks

0 papers

Therapeutics Data Commons

22 benchmarks

0 papers

Mammographic Breast Positioning Assessment

0 benchmarks

0 papers

Molecular geometry optimization

0 benchmarks

0 papers

Computational chemistry

0 benchmarks

0 papers

3D Shape Reconstruction from Videos

26 benchmarks

0 papers

Mamba

0 benchmarks

0 papers

entity_extraction

0 benchmarks

0 papers

Binding Site Prediction

11 benchmarks

0 papers

ICU Admission

0 benchmarks

0 papers

Quantitative MRI

0 benchmarks

0 papers

Protein Stability Prediction

0 benchmarks

0 papers

BraTS2021

0 benchmarks

0 papers

Miscellaneous

Management

1 benchmarks

8144 papers

Uncertainty Quantification

0 benchmarks

2366 papers

Collaborative Filtering

8 benchmarks

1309 papers

Misinformation

1 benchmarks

1282 papers

Anatomy

1 benchmarks

1133 papers

Marketing

1 benchmarks

952 papers

Ethics

3 benchmarks

832 papers

Offline RL

2 benchmarks

755 papers

Philosophy

1 benchmarks

755 papers

Fact Checking

13 benchmarks

669 papers

Fraud Detection

23 benchmarks

547 papers

Fault Detection

0 benchmarks

511 papers

Survival Analysis

0 benchmarks

472 papers

Weather Forecasting

14 benchmarks

420 papers

General Knowledge

4 benchmarks

399 papers

Astronomy

1 benchmarks

395 papers

Click-Through Rate Prediction

37 benchmarks

391 papers

Operator learning

0 benchmarks

347 papers

Prediction Intervals

0 benchmarks

309 papers

Automated Theorem Proving

20 benchmarks

288 papers

Open Set Learning

0 benchmarks

267 papers

Load Forecasting

0 benchmarks

235 papers

Econometrics

1 benchmarks

232 papers

Vulnerability Detection

3 benchmarks

216 papers

Knowledge Tracing

3 benchmarks

215 papers

imbalanced classification

0 benchmarks

211 papers

Nutrition

1 benchmarks

202 papers

Counterfactual Explanation

0 benchmarks

177 papers

Sociology

1 benchmarks

167 papers

Malware Classification

13 benchmarks

146 papers

Clinical Knowledge

1 benchmarks

133 papers

Product Recommendation

2 benchmarks

132 papers

Deception Detection

0 benchmarks

122 papers

Traffic Classification

0 benchmarks

110 papers

Data Summarization

0 benchmarks

97 papers

Intent Recognition

7 benchmarks

93 papers

Mathematical Proofs

20 benchmarks

90 papers

Geophysics

0 benchmarks

77 papers

Tabular Data Generation

24 benchmarks

73 papers

Computer Security

1 benchmarks

66 papers

Chemical Process

0 benchmarks

58 papers

Table Detection

4 benchmarks

58 papers

Formation Energy

14 benchmarks

54 papers

Parameter Prediction

7 benchmarks

51 papers

Crop Classification

13 benchmarks

48 papers

Crop Yield Prediction

2 benchmarks

48 papers

Crime Prediction

0 benchmarks

47 papers

Multi-target regression

1 benchmarks

35 papers

Logical Fallacies

1 benchmarks

34 papers

Multi-modal Classification

5 benchmarks

31 papers

Multilingual text classification

0 benchmarks

31 papers

Intelligent Communication

2 benchmarks

30 papers

Virology

1 benchmarks

29 papers

Food recommendation

1 benchmarks

28 papers

Jurisprudence

1 benchmarks

26 papers

Interpretability Techniques for Deep Learning

2 benchmarks

25 papers

Human Aging

1 benchmarks

18 papers

Twitter Bot Detection

3 benchmarks

16 papers

Cross-Modal Information Retrieval

60 benchmarks

16 papers

Air Pollution Prediction

0 benchmarks

14 papers

Image-text Classification

2 benchmarks

13 papers

Mobile Security

0 benchmarks

11 papers

Image Retrieval with Multi-Modal Query

68 benchmarks

10 papers

PDE Surrogate Modeling

0 benchmarks

9 papers

Public Relations

1 benchmarks

8 papers

Image/Document Clustering

10 benchmarks

8 papers

Unconditional Molecule Generation

5 benchmarks

8 papers

1 Image, 2*2 Stitching

114 benchmarks

8 papers

Social Media Popularity Prediction

2 benchmarks

7 papers

Ancient Text Restoration

6 benchmarks

6 papers

Security Studies

1 benchmarks

6 papers

Automatic Cell Counting

0 benchmarks

5 papers

Fine-Grained Urban Flow Inference

12 benchmarks

5 papers

Flood Inundation Mapping

2 benchmarks

5 papers

Prehistory

1 benchmarks

4 papers

Home Activity Monitoring

0 benchmarks

4 papers

International Law

1 benchmarks

4 papers

Text-to-3D-Human Generation

10 benchmarks

3 papers

Unconditional Crystal Generation

2 benchmarks

3 papers

Auto Debugging

1 benchmarks

3 papers

De novo molecule generation from MS/MS spectrum (bonus chemical formulae)

6 benchmarks

3 papers

College Medicine

1 benchmarks

2 papers

De novo molecule generation from MS/MS spectrum

6 benchmarks

2 papers

Professional Medicine

1 benchmarks

2 papers

Molecule retrieval from MS/MS spectrum

4 benchmarks

2 papers

Professional Psychology

1 benchmarks

2 papers

Molecule retrieval from MS/MS spectrum (bonus chemical formulae)

4 benchmarks

2 papers

Human Organs Senses Multiple Choice

1 benchmarks

2 papers

Semi Supervised Learning for Image Captioning

3 benchmarks

2 papers

High School World History

1 benchmarks

1 papers

Log Solubility

1 benchmarks

1 papers

High School Psychology

1 benchmarks

1 papers

MS/MS spectrum simulation

5 benchmarks

1 papers

High School Microeconomics

1 benchmarks

1 papers

High School Government and Politics

1 benchmarks

1 papers

High School Geography

1 benchmarks

1 papers

High School US History

1 benchmarks

1 papers

Business Taxonomy Construction

0 benchmarks

1 papers

Time Offset Calibration

0 benchmarks

1 papers

World Religions

1 benchmarks

1 papers

Human Sexuality

1 benchmarks

1 papers

Professional Law

1 benchmarks

1 papers

High School Macroeconomics

1 benchmarks

1 papers

US Foreign Policy

1 benchmarks

1 papers

High School European History

1 benchmarks

1 papers

MS/MS spectrum simulation (bonus chemical formulae)

3 benchmarks

1 papers

Link Quality Estimation

0 benchmarks

0 papers

Ecommerce

3 benchmarks

0 papers

Advertising

0 benchmarks

0 papers

Classification Of Variable Stars

0 benchmarks

0 papers

Air Quality Inference

0 benchmarks

0 papers

Modeling Local Geometric Structure

0 benchmarks

0 papers

Photometric Redshift Estimation

0 benchmarks

0 papers

Vector Quantization (k-means problem)

0 benchmarks

0 papers

Smart Grid Prediction

0 benchmarks

0 papers

Crowd Flows Prediction

0 benchmarks

0 papers

Network Congestion Control

0 benchmarks

0 papers

Pulsar Prediction

0 benchmarks

0 papers

Cryptanalysis

0 benchmarks

0 papers

Outdoor Positioning

0 benchmarks

0 papers

Radio Interferometry

0 benchmarks

0 papers

Seismic Interpretation

1 benchmarks

0 papers

Gravitational Wave Detection

0 benchmarks

0 papers

Problem Decomposition

0 benchmarks

0 papers

Non-Linear Elasticity

1 benchmarks

0 papers

X-Ray Diffraction (XRD)

0 benchmarks

0 papers

Oceanic Eddy Classification

0 benchmarks

0 papers

Sequential Quantile Estimation

0 benchmarks

0 papers

Sequential Distribution Function Estimation

0 benchmarks

0 papers

JSONiq Query Execution

0 benchmarks

0 papers

Cyber Attack Investigation

0 benchmarks

0 papers

Next-basket recommendation

4 benchmarks

0 papers

Robust Design

0 benchmarks

0 papers

Sequential Correlation Estimation

0 benchmarks

0 papers

Making Hiring Decisions

1 benchmarks

0 papers

Numerical Integration

0 benchmarks

0 papers

Service Composition

0 benchmarks

0 papers

Learning Theory

0 benchmarks

0 papers

Table Extraction

0 benchmarks

0 papers

Model Discovery

0 benchmarks

0 papers

3D Bin Packing

0 benchmarks

0 papers

Variational Monte Carlo

0 benchmarks

0 papers

Seismic Inversion

0 benchmarks

0 papers

Seismic Imaging

0 benchmarks

0 papers

Hindu Knowledge

0 benchmarks

0 papers

Penn Machine Learning Benchmark (Real-World)

0 benchmarks

0 papers

Detect Ground Reflections

0 benchmarks

0 papers

Metadata quality

0 benchmarks

0 papers

Penn Machine Learning Benchmark

1 benchmarks

0 papers

Multi-Modal Learning

0 benchmarks

0 papers

Dielectric Constant

0 benchmarks

0 papers

Label Error Detection

1 benchmarks

0 papers

Self Adaptive System

0 benchmarks

0 papers

Zero-Shot Visual Question Answring

0 benchmarks

0 papers

GPS Embeddings

2 benchmarks

0 papers

Diversity

0 benchmarks

0 papers

Wrong PDF attached

0 benchmarks

0 papers

Local intrinsic dimension estimation

0 benchmarks

0 papers

Surrogate Hydrodynamic Modeling

0 benchmarks

0 papers

scientific discovery

0 benchmarks

0 papers

Traffic Signal Control

0 benchmarks

0 papers

(deleted task 2)

0 benchmarks

0 papers

DFT Z isomer pi-pi* wavelength

0 benchmarks

0 papers

Equilibrium Reaction Energy (ev/atom)

0 benchmarks

0 papers

Structured Output Generation

0 benchmarks

0 papers

Geometry-based operator learning

0 benchmarks

0 papers

Zero-day intrusion detection

0 benchmarks

0 papers

Time Series

Prediction

2 benchmarks

8760 papers

Time Series Analysis

251 benchmarks

6748 papers

Action Recognition

307 benchmarks

2759 papers

Time Series Forecasting

210 benchmarks

1609 papers

Imputation

20 benchmarks

1237 papers

Trajectory Prediction

89 benchmarks

1004 papers

Action Detection

111 benchmarks

817 papers

Human Activity Recognition

14 benchmarks

744 papers

Time Series Classification

77 benchmarks

697 papers

Time Series Prediction

2 benchmarks

477 papers

Video Prediction

57 benchmarks

394 papers

Traffic Prediction

102 benchmarks

375 papers

Fault Diagnosis

1 benchmarks

375 papers

Change Point Detection

8 benchmarks

285 papers

Time Series Anomaly Detection

28 benchmarks

264 papers

Multivariate Time Series Forecasting

43 benchmarks

245 papers

Video Quality Assessment

18 benchmarks

216 papers

Lip Reading

4 benchmarks

153 papers

Sleep Staging

1 benchmarks

116 papers

Time Series Clustering

3 benchmarks

113 papers

Stock Market Prediction

19 benchmarks

104 papers

Algorithmic Trading

0 benchmarks

95 papers

Spatio-Temporal Forecasting

0 benchmarks

87 papers

Time Series Generation

0 benchmarks

87 papers

Time Series Regression

5 benchmarks

82 papers

Irregular Time Series

0 benchmarks

82 papers

Fire Detection

2 benchmarks

61 papers

Predictive Process Monitoring

0 benchmarks

50 papers

Trajectory Modeling

1 benchmarks

45 papers

Early Classification

1 benchmarks

38 papers

Stock Trend Prediction

19 benchmarks

29 papers

Time-to-Event Prediction

0 benchmarks

27 papers

Solar Irradiance Forecasting

5 benchmarks

22 papers

Automatic Modulation Recognition

0 benchmarks

19 papers

Activity Recognition In Videos

3 benchmarks

18 papers

Time Series Alignment

0 benchmarks

18 papers

Unsupervised Spatial Clustering

0 benchmarks

10 papers

Time Series Averaging

0 benchmarks

8 papers

Remaining Useful Lifetime Estimation

2 benchmarks

7 papers

Transferability

1 benchmarks

6 papers

ENF (Electric Network Frequency) Extraction

0 benchmarks

6 papers

Semi-supervised time series classification

0 benchmarks

6 papers

Anomaly Forecasting

0 benchmarks

4 papers

Human Behavior Forecasting

0 benchmarks

4 papers

Predict clinical outcome

3 benchmarks

4 papers

Li-ion State of Health Estimation

1 benchmarks

2 papers

Short-observation new product sales forecasting

2 benchmarks

2 papers

Sleep spindles detection

1 benchmarks

2 papers

confidence interval for traffic prediction

0 benchmarks

1 papers

Moving Point Cloud Processing

0 benchmarks

1 papers

Clustering Multivariate Time Series

0 benchmarks

0 papers

Portfolio Optimization

1 benchmarks

0 papers

Time Series Denoising

0 benchmarks

0 papers

Seismic source localization

0 benchmarks

0 papers

Classification on Time Series with Missing Data

0 benchmarks

0 papers

Dynamic Time Warping

0 benchmarks

0 papers

Sequential Bayesian Inference

0 benchmarks

0 papers

Exponential degradation

0 benchmarks

0 papers

Tropical Cyclone Track Forecasting

0 benchmarks

0 papers

Tropical Cyclone Intensity Forecasting

0 benchmarks

0 papers

energy management

0 benchmarks

0 papers

Phonocardiogram Classification

4 benchmarks

0 papers

Solar Flare Prediction

0 benchmarks

0 papers

Robust Traffic Prediction

0 benchmarks

0 papers

Wearable Activity Recognition

0 benchmarks

0 papers

Computing Characateristic Functions

0 benchmarks

0 papers

Topological Risk Measure

0 benchmarks

0 papers

Quantum Circuit Generation

0 benchmarks

0 papers

Non-Adversarial Robustness

0 benchmarks

0 papers

Model Predictive Control

0 benchmarks

0 papers

Climate Projection

0 benchmarks

0 papers

Numerical Weather Prediction

0 benchmarks

0 papers

Battery cycle life prediction

0 benchmarks

0 papers

PHMbench

0 benchmarks

0 papers

Graphs

Super-Resolution

284 benchmarks

3874 papers

Privacy Preserving

1 benchmarks

2975 papers

Link Prediction

259 benchmarks

1949 papers

Node Classification

219 benchmarks

1860 papers

Graph Learning

2 benchmarks

1570 papers

Graph Embedding

2 benchmarks

1192 papers

Graph Attention

0 benchmarks

1088 papers

Graph Representation Learning

2 benchmarks

982 papers

Graph Classification

97 benchmarks

927 papers

Community Detection

19 benchmarks

919 papers

Learning-To-Rank

0 benchmarks

753 papers

Graph Generation

1 benchmarks

712 papers

3D geometry

0 benchmarks

684 papers

graph construction

0 benchmarks

561 papers

Unsupervised Anomaly Detection

37 benchmarks

506 papers

Topological Data Analysis

0 benchmarks

498 papers

Graph Matching

9 benchmarks

477 papers

3D Generation

3 benchmarks

430 papers

Graph Clustering

25 benchmarks

393 papers

Video Editing

0 benchmarks

346 papers

Point Cloud Classification

9 benchmarks

265 papers

Hand Pose Estimation

57 benchmarks

260 papers

graph partitioning

1 benchmarks

208 papers

Physics-informed machine learning

0 benchmarks

192 papers

Graph Mining

0 benchmarks

174 papers

Graph Regression

33 benchmarks

145 papers

Graph Similarity

1 benchmarks

113 papers

Graph Reconstruction

0 benchmarks

88 papers

Graph Question Answering

1 benchmarks

78 papers

Graph Property Prediction

22 benchmarks

56 papers

Node Property Prediction

23 benchmarks

54 papers

Triple Classification

4 benchmarks

45 papers

Connectivity Estimation

0 benchmarks

25 papers

Link Sign Prediction

9 benchmarks

21 papers

Graphon Estimation

0 benchmarks

21 papers

Distance regression

2 benchmarks

19 papers

Graph Ranking

4 benchmarks

18 papers

Image Paragraph Captioning

3 benchmarks

17 papers

Subgraph Counting

0 benchmarks

17 papers

Steiner Tree Problem

0 benchmarks

17 papers

3D Interacting Hand Pose Estimation

3 benchmarks

13 papers

Link Property Prediction

24 benchmarks

13 papers

Feedback Vertex Set (FVS)

0 benchmarks

4 papers

Initial Structure to Relaxed Energy (IS2RE)

1 benchmarks

4 papers

Gene Interaction Prediction

2 benchmarks

3 papers

Ancestor-descendant prediction

3 benchmarks

1 papers

Atomic number classification

2 benchmarks

1 papers

Graph-To-Graph Translation

0 benchmarks

0 papers

Collaborative Ranking

0 benchmarks

0 papers

Spectral Graph Clustering

0 benchmarks

0 papers

Hypergraph Matching

0 benchmarks

0 papers

Dynamic graph embedding

0 benchmarks

0 papers

hypergraph embedding

0 benchmarks

0 papers

Graph Neural Network

1 benchmarks

0 papers

hypergraph partitioning

0 benchmarks

0 papers

Triad Prediction

0 benchmarks

0 papers

Hypergraph representations

1 benchmarks

0 papers

Structual Feature Correlation

0 benchmarks

0 papers

Stochastic Block Model

0 benchmarks

0 papers

Dynamic Community Detection

0 benchmarks

0 papers

Approximating Betweenness-Centrality ranking

0 benchmarks

0 papers

SET TO GRAPH PREDICTION

0 benchmarks

0 papers

Set-to-Graph Prediction

0 benchmarks

0 papers

Hyperedge Prediction

0 benchmarks

0 papers

Graph Nonvolutional Network

0 benchmarks

0 papers

Graph Outlier Detection

0 benchmarks

0 papers

Rubik's Cube

0 benchmarks

0 papers

Community Search

0 benchmarks

0 papers

Tree Decomposition

0 benchmarks

0 papers

Twinwidth Contraction Sequence

0 benchmarks

0 papers

Skeleton Rig Prediction

0 benchmarks

0 papers

GRAPH DOMAIN ADAPTATION

1 benchmarks

0 papers

4K 60Fps

35 benchmarks

0 papers

Model Optimization

1 benchmarks

0 papers

MUlTI-LABEL-ClASSIFICATION

0 benchmarks

0 papers

Robots

Autonomous Driving

31 benchmarks

6092 papers

Benchmarking

2 benchmarks

5548 papers

Autonomous Vehicles

144 benchmarks

2605 papers

Navigate

0 benchmarks

1982 papers

Activity Recognition

365 benchmarks

1322 papers

Continuous Control

76 benchmarks

1161 papers

Motion Planning

2 benchmarks

920 papers

Collision Avoidance

1 benchmarks

569 papers

Robot Navigation

17 benchmarks

542 papers

Robot Manipulation

32 benchmarks

430 papers

Visual Odometry

13 benchmarks

408 papers

Visual Navigation

11 benchmarks

316 papers

Robotic Grasping

9 benchmarks

246 papers

Vision and Language Navigation

9 benchmarks

223 papers

3D Shape Generation

4 benchmarks

105 papers

Vision-Language Navigation

1 benchmarks

81 papers

Object Rearrangement

6 benchmarks

63 papers

Active Speaker Detection

24 benchmarks

63 papers

Industrial Robots

9 benchmarks

61 papers

Grasp Generation

1 benchmarks

52 papers

Robot Task Planning

2 benchmarks

48 papers

Deformable Object Manipulation

0 benchmarks

44 papers

Outdoor Localization

0 benchmarks

29 papers

Radar Object Detection

0 benchmarks

29 papers

Contact Detection

2 benchmarks

27 papers

Joint Radar-Communication

0 benchmarks

25 papers

CARLA longest6

3 benchmarks

15 papers

Radar odometry

1 benchmarks

9 papers

Skill Mastery

6 benchmarks

8 papers

MuJoCo Games

18 benchmarks

8 papers

Skill Generalization

6 benchmarks

6 papers

Dynamic Point Removal

4 benchmarks

2 papers

Marine Robot Navigation

0 benchmarks

0 papers

Optimal Motion Planning

0 benchmarks

0 papers

Safe Exploration

0 benchmarks

0 papers

Artificial Life

0 benchmarks

0 papers

Vision-based navigation with language-based assistance

0 benchmarks

0 papers

Touch detection

0 benchmarks

0 papers

Humanoid Control

0 benchmarks

0 papers

Muscle-Computer Interfaces (MCIs)

1 benchmarks

0 papers

Task and Motion Planning

0 benchmarks

0 papers

Ingenuity

0 benchmarks

0 papers

Minecraft

0 benchmarks

0 papers

Dataset Generation

0 benchmarks

0 papers

Autonomous Racing

0 benchmarks

0 papers

multimodal interaction

0 benchmarks

0 papers

Data Driven Optimal Control

0 benchmarks

0 papers

Terrain Estimation

0 benchmarks

0 papers

Knowledge Base

Recommendation Systems

342 benchmarks

6047 papers

Knowledge Graphs

98 benchmarks

2974 papers

Causal Inference

4 benchmarks

1722 papers

Text Summarization

198 benchmarks

1340 papers

Explainable Artificial Intelligence (XAI)

1 benchmarks

1041 papers

Mathematical Reasoning

29 benchmarks

805 papers

Causal Discovery

0 benchmarks

743 papers

Knowledge Graph Completion

98 benchmarks

482 papers

Knowledge Graph Embedding

1 benchmarks

467 papers

Data Integration

61 benchmarks

431 papers

Symbolic Regression

0 benchmarks

418 papers

MMLU

1 benchmarks

340 papers

Multi-hop Question Answering

3 benchmarks

202 papers

Entity Alignment

19 benchmarks

190 papers

Knowledge Base Population

1 benchmarks

140 papers

2D Human Pose Estimation

102 benchmarks

118 papers

Non-Intrusive Load Monitoring

0 benchmarks

99 papers

TruthfulQA

0 benchmarks

80 papers

Probabilistic Deep Learning

0 benchmarks

79 papers

Ontology Matching

0 benchmarks

51 papers

Table annotation

21 benchmarks

31 papers

Multi-modal Knowledge Graph

0 benchmarks

26 papers

Models Alignment

0 benchmarks

21 papers

Multi-modal Entity Alignment

8 benchmarks

19 papers

Breast Cancer Histology Image Classification

8 benchmarks

17 papers

3D Absolute Human Pose Estimation

56 benchmarks

13 papers

Mathematical Question Answering

19 benchmarks

11 papers

Commonsense Knowledge Base Construction

0 benchmarks

4 papers

Text2Sparql

0 benchmarks

4 papers

Temporal Complex Logical Reasoning

0 benchmarks

0 papers

Knowledge Graphs Data Curation

0 benchmarks

0 papers

RDF Dataset Discovery

0 benchmarks

0 papers

Re-basin

0 benchmarks

0 papers

Temporal Knowledge Graph Completion

0 benchmarks

0 papers

Literature Mining

0 benchmarks

0 papers

Linear Mode Connectivity

0 benchmarks

0 papers

Manufacturing simulation

0 benchmarks

0 papers

Ontology Subsumption Inferece

0 benchmarks

0 papers

Ontology Embedding

0 benchmarks

0 papers

Adversarial Attack Detection

0 benchmarks

0 papers

User Identification

0 benchmarks

0 papers

Knowledge Base Construction

0 benchmarks

0 papers

Citation Visualization

0 benchmarks

0 papers

Adversarial

Fairness

9 benchmarks

5676 papers

Text Generation

305 benchmarks

5335 papers

Adversarial Attack

6 benchmarks

1808 papers

Adversarial Robustness

10 benchmarks

1746 papers

Adversarial Defense

14 benchmarks

403 papers

Inference Attack

0 benchmarks

283 papers

Red Teaming

1 benchmarks

251 papers

Handwritten Text Recognition

20 benchmarks

139 papers

backdoor defense

0 benchmarks

131 papers

Adversarial Text

0 benchmarks

114 papers

LLM Jailbreak

0 benchmarks

24 papers

3D Architecture

221 benchmarks

23 papers

Neural Network Security

1 benchmarks

8 papers

Multi-View 3D Shape Retrieval

0 benchmarks

5 papers

Website Fingerprinting Attacks

1 benchmarks

4 papers

Website Fingerprinting Defense

1 benchmarks

1 papers

Dataset Size Recovery

0 benchmarks

1 papers

Optimize the trajectory of UAV which plays a BS in communication system

0 benchmarks

1 papers

Data Poisoning

0 benchmarks

0 papers

Design Synthesis

0 benchmarks

0 papers

DNN Testing

0 benchmarks

0 papers

Reconstruction Attack

0 benchmarks

0 papers

Adversarial Attack on Video Classification

0 benchmarks

0 papers

Audio

Speech Recognition

182 benchmarks

6433 papers

Emotion Recognition

101 benchmarks

2041 papers

Speech Synthesis

11 benchmarks

1249 papers

Speech Enhancement

118 benchmarks

982 papers

Language Identification

7 benchmarks

794 papers

DeepFake Detection

26 benchmarks

580 papers

Voice Conversion

7 benchmarks

520 papers

Music Generation

1 benchmarks

386 papers

Audio Classification

43 benchmarks

361 papers

Text-To-Speech Synthesis

12 benchmarks

332 papers

Audio Generation

16 benchmarks

270 papers

Sound Event Detection

13 benchmarks

194 papers

Sound Classification

0 benchmarks

148 papers

Acoustic Scene Classification

5 benchmarks

132 papers

Audio captioning

20 benchmarks

119 papers

Audio Source Separation

11 benchmarks

112 papers

Direction of Arrival Estimation

1 benchmarks

94 papers

Audio Tagging

1 benchmarks

81 papers

2D Semantic Segmentation

188 benchmarks

79 papers

Audio Signal Processing

0 benchmarks

70 papers

Sound Event Localization and Detection

12 benchmarks

65 papers

Environmental Sound Classification

3 benchmarks

46 papers

Instrument Recognition

5 benchmarks

39 papers

Text-to-Music Generation

8 benchmarks

37 papers

Audio-Visual Synchronization

0 benchmarks

32 papers

Instance Search

0 benchmarks

29 papers

10-shot image generation

1018 benchmarks

29 papers

Voice Anti-spoofing

7 benchmarks

23 papers

Audio Super-Resolution

4 benchmarks

22 papers

Chord Recognition

0 benchmarks

21 papers

Audio Denoising

3 benchmarks

20 papers

Text to Audio Retrieval

12 benchmarks

20 papers

Accented Speech Recognition

15 benchmarks

20 papers

Beat Tracking

15 benchmarks

19 papers

Target Sound Extraction

5 benchmarks

16 papers

Lung Sound Classification

1 benchmarks

15 papers

Audio Quality Assessment

1 benchmarks

15 papers

Downbeat Tracking

13 benchmarks

11 papers

3D Human Pose Tracking

56 benchmarks

9 papers

1 Image, 2*2 Stitchi

625 benchmarks

6 papers

3D Human Dynamics

0 benchmarks

5 papers

Active Speaker Localization

1 benchmarks

5 papers

Soundscape evaluation

0 benchmarks

4 papers

Online Beat Tracking

3 benchmarks

4 papers

Music Compression

0 benchmarks

4 papers

Audio Effects Modeling

0 benchmarks

4 papers

fake voice detection

1 benchmarks

2 papers

Music Quality Assessment

0 benchmarks

2 papers

Directional Hearing

1 benchmarks

1 papers

Synthetic Song Detection

0 benchmarks

1 papers

Shooter Localization

0 benchmarks

1 papers

Bird Classification

0 benchmarks

0 papers

Audio Signal Recognition

0 benchmarks

0 papers

Vowel Classification

0 benchmarks

0 papers

Acoustic Novelty Detection

1 benchmarks

0 papers

Audio declipping

0 benchmarks

0 papers

Audio Dequantization

0 benchmarks

0 papers

Speaker Orientation

0 benchmarks

0 papers

Audio inpainting

0 benchmarks

0 papers

Visually Guided Sound Source Separation

0 benchmarks

0 papers

Hearing Aid and device processing

2 benchmarks

0 papers

Signal Processing

0 benchmarks

0 papers

Sound Source Localization

1 benchmarks

0 papers

Video/Text-to-Audio Generation

0 benchmarks

0 papers

Semi-Supervised Audio Regression

0 benchmarks

0 papers

Speech

Automatic Speech Recognition (ASR)

16 benchmarks

3012 papers

Speaker Verification

21 benchmarks

746 papers

Spoken Language Understanding

32 benchmarks

550 papers

Cultural Vocal Bursts Intensity Prediction

1 benchmarks

490 papers

Speaker Recognition

1 benchmarks

435 papers

Speech Emotion Recognition

35 benchmarks

431 papers

Keyword Spotting

43 benchmarks

407 papers

Speech Separation

39 benchmarks

359 papers

Speaker Diarization

23 benchmarks

328 papers

Spoken Dialogue Systems

0 benchmarks

254 papers

Speaker Identification

7 benchmarks

248 papers

Visual Speech Recognition

26 benchmarks

182 papers

Speech-to-Speech Translation

5 benchmarks

117 papers

Audio-Visual Speech Recognition

6 benchmarks

100 papers

Singing Voice Synthesis

0 benchmarks

81 papers

Speech Denoising

10 benchmarks

65 papers

Speaker Separation

0 benchmarks

58 papers

Acoustic Modelling

0 benchmarks

49 papers

Arabic Text Diacritization

4 benchmarks

13 papers

Silent Speech Recognition

0 benchmarks

10 papers

Speaker Profiling

0 benchmarks

8 papers

Voice Query Recognition

1 benchmarks

3 papers

Speech-to-Gesture Translation

0 benchmarks

1 papers

Dialogue

183 benchmarks

0 papers

Acoustic Question Answering

0 benchmarks

0 papers

Text-Independent Speaker Recognition

0 benchmarks

0 papers

Manner Of Articulation Detection

0 benchmarks

0 papers

Speaking Style Synthesis

0 benchmarks

0 papers

Unsupervised Speech Recognition

0 benchmarks

0 papers

Pronunciation Assessment

1 benchmarks

0 papers

Spoken Command Recognition

1 benchmarks

0 papers

Voice Similarity

0 benchmarks

0 papers

Speech Representation Learning

0 benchmarks

0 papers

Speech Interruption Detection

0 benchmarks

0 papers

Speaker anonymization

0 benchmarks

0 papers

Playing Games

Atari Games

79 benchmarks

625 papers

OpenAI Gym

33 benchmarks

382 papers

Trajectory Planning

9 benchmarks

324 papers

Multi-Agent Path Finding

0 benchmarks

140 papers

Board Games

1 benchmarks

131 papers

SMAC

38 benchmarks

121 papers

text-based games

0 benchmarks

75 papers

Game of Go

1 benchmarks

62 papers

Playing the Game of 2048

1 benchmarks

57 papers

Card Games

0 benchmarks

52 papers

Real-Time Strategy Games

3 benchmarks

46 papers

3D Face Animation

47 benchmarks

34 papers

Game of Football

0 benchmarks

9 papers

Game of Poker

0 benchmarks

8 papers

Game of Mafia

0 benchmarks

3 papers

Game of Sudoku

1 benchmarks

2 papers

Reinforcement Learning (Atari Games)

1 benchmarks

1 papers

Video Games

88 benchmarks

0 papers

Game of Chess

0 benchmarks

0 papers

Game of Shogi

1 benchmarks

0 papers

FPS Games

1 benchmarks

0 papers

Game of Cricket

0 benchmarks

0 papers

NetHack

1 benchmarks

0 papers

Control with Prametrised Actions

3 benchmarks

0 papers

Procgen Hard (100M)

0 benchmarks

0 papers

Deep-Sea Treasure, Image version

0 benchmarks

0 papers

Sentence

0 benchmarks

0 papers

3D Video Frame Interpolation

0 benchmarks

0 papers

Reasoning

Visual Reasoning

31 benchmarks

698 papers

Video Question Answering

51 benchmarks

460 papers

Multimodal Reasoning

3 benchmarks

302 papers

Arithmetic Reasoning

6 benchmarks

175 papers

Systematic Generalization

0 benchmarks

126 papers

Math Word Problem Solving

17 benchmarks

107 papers

Causal Identification

0 benchmarks

48 papers

Natural Language Visual Grounding

1 benchmarks

32 papers

Odd One Out

1 benchmarks

21 papers

Video-based Generative Performance Benchmarking

7 benchmarks

20 papers

Generative Visual Question Answering

8 benchmarks

9 papers

Error Understanding

8 benchmarks

9 papers

Theory of Mind Modeling

0 benchmarks

8 papers

Analogical Similarity

1 benchmarks

7 papers

Emotion Interpretation

2 benchmarks

6 papers

Human Judgment Correlation

2 benchmarks

5 papers

Identify Odd Metapor

1 benchmarks

2 papers

Pre-election ratings estimation

0 benchmarks

0 papers

Anachronisms

0 benchmarks

0 papers

Human Judgment Classification

1 benchmarks

0 papers

Geometry Problem Solving

0 benchmarks

0 papers

Discrete Choice Models

0 benchmarks

0 papers

Assortment Optimization

0 benchmarks

0 papers

ARC

0 benchmarks

0 papers

Lightweight Deployment

0 benchmarks

0 papers

Computer Code

Program Synthesis

14 benchmarks

423 papers

Motion Synthesis

55 benchmarks

282 papers

Code Completion

20 benchmarks

212 papers

Program Repair

5 benchmarks

132 papers

Code Search

16 benchmarks

125 papers

Physical Simulations

8 benchmarks

100 papers

Type prediction

6 benchmarks

96 papers

Remote Sensing Image Classification

1 benchmarks

93 papers

Program induction

0 benchmarks

67 papers

Chart Question Answering

3 benchmarks

50 papers

Code Classification

0 benchmarks

39 papers

Text-to-Code Generation

3 benchmarks

20 papers

Code Comment Generation

1 benchmarks

10 papers

Code Documentation Generation

7 benchmarks

8 papers

Single-Image Portrait Relighting

2 benchmarks

7 papers

SQL-to-Text

1 benchmarks

7 papers

Nature-Inspired Optimization Algorithm

2 benchmarks

5 papers

Contextual Embedding for Source Code

0 benchmarks

2 papers

EditCompletion

1 benchmarks

1 papers

OpenAPI code completion

4 benchmarks

1 papers

Sql Chatbots

0 benchmarks

1 papers

Write Computer Programs From Specifications

0 benchmarks

0 papers

Learning to Execute

0 benchmarks

0 papers

Git Commit Message Generation

1 benchmarks

0 papers

Value prediction

1 benchmarks

0 papers

API Sequence Recommendation

1 benchmarks

0 papers

Low-rank compression

0 benchmarks

0 papers

Sparse subspace-based clustering

0 benchmarks

0 papers

Edge-computing

0 benchmarks

0 papers

Log Parsing

0 benchmarks

0 papers

Formalize foundations of universal algebra in dependent type theory

0 benchmarks

0 papers

Programming Error Detection

0 benchmarks

0 papers

File difference

0 benchmarks

0 papers

Edit script generation

0 benchmarks

0 papers

Spectral Efficiency Analysis of Uplink-Downlink Decoupled Access in C-V2X Networks

0 benchmarks

0 papers

Compiler Optimization

0 benchmarks

0 papers

Cloud Computing

0 benchmarks

0 papers

C++ code

0 benchmarks

0 papers

Runtime ranking

1 benchmarks

0 papers

scoring rule

0 benchmarks

0 papers

Blind Image Deblurring

37 benchmarks

0 papers

ObjectGoal Navigation

0 benchmarks

0 papers

Referring Audio-Visual Segmentation

0 benchmarks

0 papers

Music

Music Information Retrieval

0 benchmarks

255 papers

Music Source Separation

16 benchmarks

107 papers

Music Transcription

10 benchmarks

96 papers

Music Classification

2 benchmarks

52 papers

Music Emotion Recognition

0 benchmarks

35 papers

Music Modeling

4 benchmarks

34 papers

Music Auto-Tagging

7 benchmarks

22 papers

Melody Extraction

0 benchmarks

16 papers

Music Captioning

0 benchmarks

14 papers

Drum Transcription

0 benchmarks

11 papers

Music Genre Recognition

2 benchmarks

10 papers

Music Question Answering

4 benchmarks

4 papers

Fake Song Detection

0 benchmarks

2 papers

Piano Music Modeling

0 benchmarks

1 papers

Facial Recognition and Modelling

413 benchmarks

0 papers

Detection Of Instrumentals Musical Tracks

0 benchmarks

0 papers

Recognizing Seven Different Dastgahs Of Iranian Classical Music

0 benchmarks

0 papers

Cover song identification

4 benchmarks

0 papers

Pcl Detection

2 benchmarks

0 papers

Instrument Playing Technique Detection

0 benchmarks

0 papers

Onset Detection

0 benchmarks

0 papers

Multimodal Music Generation

0 benchmarks

0 papers