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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

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