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Datasets
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PAS
PAS
Benchmarks
Semantic Parsing
/
In-domain
Semantic Parsing
/
Out-of-domain
Related Benchmarks
PASCAL Context
/
10-shot image generation
/
Mean Accuracy
PASCAL Context
/
10-shot image generation
/
Pixel Accuracy
PASCAL Context
/
10-shot image generation
/
mIoU
PASCAL Context
/
Boundary Detection
/
odsF
PASCAL Context
/
Human Parsing
/
mIoU
PASCAL Context
/
Saliency Detection
/
max_F1
PASCAL Context
/
Semantic Segmentation
/
Mean Accuracy
PASCAL Context
/
Semantic Segmentation
/
Pixel Accuracy
PASCAL Context
/
Semantic Segmentation
/
mIoU
PASCAL Context
/
Surface Normals Estimation
/
Mean Angle Error
PASCAL Context
/
Zero-Shot Learning
/
k=10 mIOU
PASCAL Context 12.5% labeled
/
10-shot image generation
/
Validation mIoU
PASCAL Context 12.5% labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL Context 25% labeled
/
10-shot image generation
/
Validation mIoU
PASCAL Context 25% labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL Context val
/
10-shot image generation
/
mIoU
PASCAL Context val
/
Semantic Segmentation
/
mIoU
PASCAL Context-459
/
Open Vocabulary Semantic Segmentation
/
mIoU
PASCAL Context-59
/
10-shot image generation
/
mIoU
PASCAL Context-59
/
Open Vocabulary Semantic Segmentation
/
mIoU
PASCAL Context-59
/
Semantic Segmentation
/
mIoU
PASCAL Context-59
/
Unsupervised Semantic Segmentation
/
mIoU
PASCAL Context-60
/
10-shot image generation
/
mIoU
PASCAL Context-60
/
Semantic Segmentation
/
mIoU
PASCAL Context-60
/
Unsupervised Semantic Segmentation
/
mIoU
PASCAL Face
/
3D
/
AP
PASCAL Face
/
3D Face Modelling
/
AP
PASCAL Face
/
3D Face Reconstruction
/
AP
PASCAL Face
/
Face Detection
/
AP
PASCAL Face
/
Face Reconstruction
/
AP
PASCAL Face
/
Facial Recognition and Modelling
/
AP
PASCAL Part 2010 - Animals
/
16k
/
mAP@0.5
PASCAL Part 2010 - Animals
/
2D Classification
/
mAP@0.5
PASCAL Part 2010 - Animals
/
2D Object Detection
/
mAP@0.5
PASCAL Part 2010 - Animals
/
3D
/
mAP@0.5
PASCAL Part 2010 - Animals
/
Object Detection
/
mAP@0.5
PASCAL VOC
/
10-shot image generation
/
mIoU
PASCAL VOC
/
16k
/
Parameters(K)
PASCAL VOC
/
2D Classification
/
Parameters(K)
PASCAL VOC
/
2D Object Detection
/
Parameters(K)
PASCAL VOC
/
2D Semantic Segmentation
/
mAP0.5
PASCAL VOC
/
2D Semantic Segmentation
/
mIoU
PASCAL VOC
/
3D
/
Parameters(K)
PASCAL VOC
/
Graph Matching
/
F1 score
PASCAL VOC
/
Graph Matching
/
matching accuracy
PASCAL VOC
/
Image Segmentation
/
mAP0.5
PASCAL VOC
/
Image Segmentation
/
mIoU
PASCAL VOC
/
Interactive Segmentation
/
NoC@85
PASCAL VOC
/
Interactive Segmentation
/
NoC@90
PASCAL VOC
/
Interactive Segmentation
/
NoC@95
PASCAL VOC
/
Knowledge Distillation
/
mAP
PASCAL VOC
/
Object Counting
/
mRMSE
PASCAL VOC
/
Object Detection
/
Parameters(K)
PASCAL VOC
/
Semantic Segmentation
/
mIoU
PASCAL VOC
/
Unsupervised Semantic Segmentation
/
mIoU
PASCAL VOC
/
Zero-Shot Semantic Segmentation
/
Inductive Setting hIoU
PASCAL VOC
/
Zero-Shot Semantic Segmentation
/
Transductive Setting hIoU
PASCAL VOC 07+12
/
Active Learning
/
mAP
PASCAL VOC 07+12
/
Optical Character Recognition (OCR)
/
mAP
PASCAL VOC 10%
/
16k
/
AP
PASCAL VOC 10%
/
16k
/
AP50
PASCAL VOC 10%
/
16k
/
AP75
PASCAL VOC 10%
/
2D Classification
/
AP
PASCAL VOC 10%
/
2D Classification
/
AP50
PASCAL VOC 10%
/
2D Classification
/
AP75
PASCAL VOC 10%
/
2D Object Detection
/
AP
PASCAL VOC 10%
/
2D Object Detection
/
AP50
PASCAL VOC 10%
/
2D Object Detection
/
AP75
PASCAL VOC 10%
/
3D
/
AP
PASCAL VOC 10%
/
3D
/
AP50
PASCAL VOC 10%
/
3D
/
AP75
PASCAL VOC 10%
/
Object Detection
/
AP
PASCAL VOC 10%
/
Object Detection
/
AP50
PASCAL VOC 10%
/
Object Detection
/
AP75
PASCAL VOC 2007
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2007
/
10-shot image generation
/
Mean IoU (val)
PASCAL VOC 2007
/
16k
/
A-OSE
PASCAL VOC 2007
/
16k
/
AP50
PASCAL VOC 2007
/
16k
/
FPS
PASCAL VOC 2007
/
16k
/
MAP
PASCAL VOC 2007
/
16k
/
Unknown Recall
PASCAL VOC 2007
/
16k
/
WI
PASCAL VOC 2007
/
16k
/
box AP
PASCAL VOC 2007
/
16k
/
mAP@50
PASCAL VOC 2007
/
16k
/
mAP@50-95
PASCAL VOC 2007
/
16k
/
mPC [AP50]
PASCAL VOC 2007
/
16k
/
rPC [%]
PASCAL VOC 2007
/
2D Classification
/
A-OSE
PASCAL VOC 2007
/
2D Classification
/
AP50
PASCAL VOC 2007
/
2D Classification
/
Average mAP
PASCAL VOC 2007
/
2D Classification
/
FPS
PASCAL VOC 2007
/
2D Classification
/
MAP
PASCAL VOC 2007
/
2D Classification
/
Unknown Recall
PASCAL VOC 2007
/
2D Classification
/
WI
PASCAL VOC 2007
/
2D Classification
/
box AP
PASCAL VOC 2007
/
2D Classification
/
mAP@50
PASCAL VOC 2007
/
2D Classification
/
mAP@50-95
PASCAL VOC 2007
/
2D Classification
/
mPC [AP50]
PASCAL VOC 2007
/
2D Classification
/
rPC [%]
PASCAL VOC 2007
/
2D Object Detection
/
A-OSE
PASCAL VOC 2007
/
2D Object Detection
/
AP50
PASCAL VOC 2007
/
2D Object Detection
/
FPS
PASCAL VOC 2007
/
2D Object Detection
/
MAP
PASCAL VOC 2007
/
2D Object Detection
/
Unknown Recall
PASCAL VOC 2007
/
2D Object Detection
/
WI
PASCAL VOC 2007
/
2D Object Detection
/
box AP
PASCAL VOC 2007
/
2D Object Detection
/
mAP@50
PASCAL VOC 2007
/
2D Object Detection
/
mAP@50-95
PASCAL VOC 2007
/
2D Object Detection
/
mPC [AP50]
PASCAL VOC 2007
/
2D Object Detection
/
rPC [%]
PASCAL VOC 2007
/
3D
/
A-OSE
PASCAL VOC 2007
/
3D
/
AP50
PASCAL VOC 2007
/
3D
/
FPS
PASCAL VOC 2007
/
3D
/
MAP
PASCAL VOC 2007
/
3D
/
Unknown Recall
PASCAL VOC 2007
/
3D
/
WI
PASCAL VOC 2007
/
3D
/
box AP
PASCAL VOC 2007
/
3D
/
mAP@50
PASCAL VOC 2007
/
3D
/
mAP@50-95
PASCAL VOC 2007
/
3D
/
mPC [AP50]
PASCAL VOC 2007
/
3D
/
rPC [%]
PASCAL VOC 2007
/
Image Classification
/
Accuracy
PASCAL VOC 2007
/
Image Classification
/
Average mAP
PASCAL VOC 2007
/
Multi-Label Classification
/
mAP
PASCAL VOC 2007
/
Multi-Label Image Classification
/
Average mAP
PASCAL VOC 2007
/
Object Detection
/
A-OSE
PASCAL VOC 2007
/
Object Detection
/
AP50
PASCAL VOC 2007
/
Object Detection
/
FPS
PASCAL VOC 2007
/
Object Detection
/
MAP
PASCAL VOC 2007
/
Object Detection
/
Unknown Recall
PASCAL VOC 2007
/
Object Detection
/
WI
PASCAL VOC 2007
/
Object Detection
/
box AP
PASCAL VOC 2007
/
Object Detection
/
mAP@50
PASCAL VOC 2007
/
Object Detection
/
mAP@50-95
PASCAL VOC 2007
/
Object Detection
/
mPC [AP50]
PASCAL VOC 2007
/
Object Detection
/
rPC [%]
PASCAL VOC 2007
/
Object Localization
/
CorLoc
PASCAL VOC 2007
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2007
/
Semantic Segmentation
/
Mean IoU (val)
PASCAL VOC 2007
/
Unsupervised Semantic Segmentation
/
Mean IoU (val)
PASCAL VOC 2007 (15+5)
/
16k
/
FPS
PASCAL VOC 2007 (15+5)
/
16k
/
MAP
PASCAL VOC 2007 (15+5)
/
2D Classification
/
FPS
PASCAL VOC 2007 (15+5)
/
2D Classification
/
MAP
PASCAL VOC 2007 (15+5)
/
2D Object Detection
/
FPS
PASCAL VOC 2007 (15+5)
/
2D Object Detection
/
MAP
PASCAL VOC 2007 (15+5)
/
3D
/
FPS
PASCAL VOC 2007 (15+5)
/
3D
/
MAP
PASCAL VOC 2007 (15+5)
/
Object Detection
/
FPS
PASCAL VOC 2007 (15+5)
/
Object Detection
/
MAP
PASCAL VOC 2010 test
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2010 test
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2011
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2011
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2011 test
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2011 test
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2012
/
10-shot image generation
/
Mean IoU (test)
PASCAL VOC 2012
/
10-shot image generation
/
Mean IoU (val)
PASCAL VOC 2012
/
10-shot image generation
/
mIoU
PASCAL VOC 2012
/
16k
/
MAP
PASCAL VOC 2012
/
2D Classification
/
MAP
PASCAL VOC 2012
/
2D Object Detection
/
MAP
PASCAL VOC 2012
/
2D Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012
/
2D Semantic Segmentation
/
Mean IoU (test)
PASCAL VOC 2012
/
2D Semantic Segmentation
/
mIoU
PASCAL VOC 2012
/
3D
/
MAP
PASCAL VOC 2012
/
Class Incremental Learning
/
Mean IoU
PASCAL VOC 2012
/
Class Incremental Learning
/
Mean IoU (test)
PASCAL VOC 2012
/
Class Incremental Learning
/
Mean IoU (val)
PASCAL VOC 2012
/
Class Incremental Learning
/
mIoU
PASCAL VOC 2012
/
Class-Incremental Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012
/
Class-Incremental Semantic Segmentation
/
Mean IoU (test)
PASCAL VOC 2012
/
Class-Incremental Semantic Segmentation
/
Mean IoU (val)
PASCAL VOC 2012
/
Class-Incremental Semantic Segmentation
/
mIoU
PASCAL VOC 2012
/
Continual Learning
/
Mean IoU
PASCAL VOC 2012
/
Continual Learning
/
Mean IoU (test)
PASCAL VOC 2012
/
Continual Learning
/
Mean IoU (val)
PASCAL VOC 2012
/
Continual Learning
/
mIoU
PASCAL VOC 2012
/
Continual Semantic Segmentation
/
Mean IoU (test)
PASCAL VOC 2012
/
Continual Semantic Segmentation
/
mIoU
PASCAL VOC 2012
/
Disjoint 19-1
/
mIoU
PASCAL VOC 2012
/
Instance Segmentation
/
FLOPs (G)
PASCAL VOC 2012
/
Instance Segmentation
/
Frame (fps)
PASCAL VOC 2012
/
Instance Segmentation
/
Size (M)
PASCAL VOC 2012
/
Instance Segmentation
/
avgAP (mask AP + box AP)
PASCAL VOC 2012
/
Instance Segmentation
/
boxAP
PASCAL VOC 2012
/
Instance Segmentation
/
maskAP
PASCAL VOC 2012
/
Multi-Label Classification
/
mAP
PASCAL VOC 2012
/
Object Detection
/
MAP
PASCAL VOC 2012
/
Object Localization
/
CorLoc
PASCAL VOC 2012
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012
/
Semantic Segmentation
/
Mean IoU (test)
PASCAL VOC 2012
/
Semantic Segmentation
/
Mean IoU (val)
PASCAL VOC 2012
/
Semantic Segmentation
/
mIoU
PASCAL VOC 2012 1000 labels
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 1000 labels
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 1464 labels
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 1464 labels
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 183 labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 183 labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 25% labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 25% labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 331 labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 331 labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 366 labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 366 labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 50%
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 50%
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 500 labels
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 500 labels
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 732 labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 732 labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 92 labeled
/
10-shot image generation
/
Validation mIoU
PASCAL VOC 2012 92 labeled
/
Semantic Segmentation
/
Validation mIoU
PASCAL VOC 2012 test
/
10-shot image generation
/
FLOPS
PASCAL VOC 2012 test
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2012 test
/
10-shot image generation
/
Params
PASCAL VOC 2012 test
/
16k
/
Bounding Box AP
PASCAL VOC 2012 test
/
16k
/
MAP
PASCAL VOC 2012 test
/
2D Classification
/
Bounding Box AP
PASCAL VOC 2012 test
/
2D Classification
/
MAP
PASCAL VOC 2012 test
/
2D Object Detection
/
Bounding Box AP
PASCAL VOC 2012 test
/
2D Object Detection
/
MAP
PASCAL VOC 2012 test
/
3D
/
Bounding Box AP
PASCAL VOC 2012 test
/
3D
/
MAP
PASCAL VOC 2012 test
/
Object Detection
/
Bounding Box AP
PASCAL VOC 2012 test
/
Object Detection
/
MAP
PASCAL VOC 2012 test
/
Semantic Segmentation
/
FLOPS
PASCAL VOC 2012 test
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012 test
/
Semantic Segmentation
/
Params
PASCAL VOC 2012 train
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2012 train
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012 val
/
10-shot image generation
/
Clustering [mIoU]
PASCAL VOC 2012 val
/
10-shot image generation
/
FCN [mIoU]
PASCAL VOC 2012 val
/
10-shot image generation
/
Linear Classifier [mIoU]
PASCAL VOC 2012 val
/
10-shot image generation
/
Mean IoU
PASCAL VOC 2012 val
/
10-shot image generation
/
mIoU
PASCAL VOC 2012 val
/
10-shot image generation
/
mIoU (Syn)
PASCAL VOC 2012 val
/
16k
/
MAP
PASCAL VOC 2012 val
/
2D Classification
/
MAP
PASCAL VOC 2012 val
/
2D Object Detection
/
MAP
PASCAL VOC 2012 val
/
3D
/
MAP
PASCAL VOC 2012 val
/
Instance Segmentation
/
AP_25
PASCAL VOC 2012 val
/
Instance Segmentation
/
AP_50
PASCAL VOC 2012 val
/
Instance Segmentation
/
AP_70
PASCAL VOC 2012 val
/
Instance Segmentation
/
AP_75
PASCAL VOC 2012 val
/
Instance Segmentation
/
mAP@0.25
PASCAL VOC 2012 val
/
Instance Segmentation
/
mAP@0.5
PASCAL VOC 2012 val
/
Instance Segmentation
/
mAP@0.7
PASCAL VOC 2012 val
/
Instance Segmentation
/
mAP@0.75
PASCAL VOC 2012 val
/
Instance Segmentation
/
mask AP
PASCAL VOC 2012 val
/
Object Detection
/
MAP
PASCAL VOC 2012 val
/
Semantic Segmentation
/
Clustering [mIoU]
PASCAL VOC 2012 val
/
Semantic Segmentation
/
FCN [mIoU]
PASCAL VOC 2012 val
/
Semantic Segmentation
/
Linear Classifier [mIoU]
PASCAL VOC 2012 val
/
Semantic Segmentation
/
Mean IoU
PASCAL VOC 2012 val
/
Semantic Segmentation
/
mIoU
PASCAL VOC 2012 val
/
Semantic Segmentation
/
mIoU (Syn)
PASCAL VOC 2012 val
/
Unsupervised Semantic Segmentation
/
Clustering [mIoU]
PASCAL VOC 2012 val
/
Unsupervised Semantic Segmentation
/
FCN [mIoU]
PASCAL VOC 2012 val
/
Unsupervised Semantic Segmentation
/
Linear Classifier [mIoU]
PASCAL VOC 2012 val
/
Weakly-supervised instance segmentation
/
Average Best Overlap
PASCAL VOC 2012 val
/
Weakly-supervised instance segmentation
/
mAP@0.25
PASCAL VOC 2012 val
/
Weakly-supervised instance segmentation
/
mAP@0.5
PASCAL VOC 2012 val
/
Weakly-supervised instance segmentation
/
mAP@0.75
PASCAL VOC 2012, 60 proposals per image
/
16k
/
Average Recall
PASCAL VOC 2012, 60 proposals per image
/
2D Classification
/
Average Recall
PASCAL VOC 2012, 60 proposals per image
/
2D Object Detection
/
Average Recall
PASCAL VOC 2012, 60 proposals per image
/
3D
/
Average Recall
PASCAL VOC 2012, 60 proposals per image
/
Object Detection
/
Average Recall
PASCAL VOC to Comic2k
/
16k
/
mAP
PASCAL VOC to Comic2k
/
2D Classification
/
mAP
PASCAL VOC to Comic2k
/
2D Object Detection
/
mAP
PASCAL VOC to Comic2k
/
3D
/
mAP
PASCAL VOC to Comic2k
/
Object Detection
/
mAP
PASCAL VOC to Watercolor2k
/
16k
/
mAp
PASCAL VOC to Watercolor2k
/
2D Classification
/
mAp
PASCAL VOC to Watercolor2k
/
2D Object Detection
/
mAp
PASCAL VOC to Watercolor2k
/
3D
/
mAp
PASCAL VOC to Watercolor2k
/
Object Detection
/
mAp
PASCAL VOC'07
/
16k
/
mAP
PASCAL VOC'07
/
2D Classification
/
mAP
PASCAL VOC'07
/
2D Object Detection
/
mAP
PASCAL VOC'07
/
3D
/
mAP
PASCAL VOC'07
/
Object Detection
/
mAP
PASCAL-5i (1-Shot)
/
Few-Shot Learning
/
FB-IoU
PASCAL-5i (1-Shot)
/
Few-Shot Learning
/
Mean Base and Novel
PASCAL-5i (1-Shot)
/
Few-Shot Learning
/
Mean IoU
PASCAL-5i (1-Shot)
/
Few-Shot Learning
/
learnable parameters (million)
PASCAL-5i (1-Shot)
/
Few-Shot Semantic Segmentation
/
FB-IoU
PASCAL-5i (1-Shot)
/
Few-Shot Semantic Segmentation
/
Mean Base and Novel
PASCAL-5i (1-Shot)
/
Few-Shot Semantic Segmentation
/
Mean IoU
PASCAL-5i (1-Shot)
/
Few-Shot Semantic Segmentation
/
learnable parameters (million)
PASCAL-5i (1-Shot)
/
Meta-Learning
/
FB-IoU
PASCAL-5i (1-Shot)
/
Meta-Learning
/
Mean Base and Novel
PASCAL-5i (1-Shot)
/
Meta-Learning
/
Mean IoU
PASCAL-5i (1-Shot)
/
Meta-Learning
/
learnable parameters (million)
PASCAL-5i (10-Shot)
/
Few-Shot Learning
/
Mean IoU
PASCAL-5i (10-Shot)
/
Few-Shot Semantic Segmentation
/
Mean IoU
PASCAL-5i (10-Shot)
/
Meta-Learning
/
Mean IoU
PASCAL-5i (5-Shot)
/
Few-Shot Learning
/
FB-IoU
PASCAL-5i (5-Shot)
/
Few-Shot Learning
/
Mean Base and Novel
PASCAL-5i (5-Shot)
/
Few-Shot Learning
/
Mean IoU
PASCAL-5i (5-Shot)
/
Few-Shot Learning
/
learnable parameters (million)
PASCAL-5i (5-Shot)
/
Few-Shot Semantic Segmentation
/
FB-IoU
PASCAL-5i (5-Shot)
/
Few-Shot Semantic Segmentation
/
Mean Base and Novel
PASCAL-5i (5-Shot)
/
Few-Shot Semantic Segmentation
/
Mean IoU
PASCAL-5i (5-Shot)
/
Few-Shot Semantic Segmentation
/
learnable parameters (million)
PASCAL-5i (5-Shot)
/
Meta-Learning
/
FB-IoU
PASCAL-5i (5-Shot)
/
Meta-Learning
/
Mean Base and Novel
PASCAL-5i (5-Shot)
/
Meta-Learning
/
Mean IoU
PASCAL-5i (5-Shot)
/
Meta-Learning
/
learnable parameters (million)
PASCAL-Part
/
2D Semantic Segmentation
/
mIoU
PASCAL-Part
/
Human Parsing
/
AP 0.5
PASCAL-Part
/
Human Part Segmentation
/
mIoU
PASCAL-Person-Part
/
2D Semantic Segmentation
/
mIoU
PASCAL-Person-Part
/
Human Part Segmentation
/
mIoU
PASCAL-S
/
16k
/
F-Score
PASCAL-S
/
16k
/
F-measure
PASCAL-S
/
16k
/
MAE
PASCAL-S
/
16k
/
S-Measure
PASCAL-S
/
16k
/
Weighted F-Measure
PASCAL-S
/
16k
/
mean E-Measure
PASCAL-S
/
16k
/
mean F-Measure
PASCAL-S
/
2D Classification
/
F-Score
PASCAL-S
/
2D Classification
/
F-measure
PASCAL-S
/
2D Classification
/
MAE
PASCAL-S
/
2D Classification
/
S-Measure
PASCAL-S
/
2D Classification
/
Weighted F-Measure
PASCAL-S
/
2D Classification
/
mean E-Measure
PASCAL-S
/
2D Classification
/
mean F-Measure
PASCAL-S
/
2D Object Detection
/
F-Score
PASCAL-S
/
2D Object Detection
/
F-measure
PASCAL-S
/
2D Object Detection
/
MAE
PASCAL-S
/
2D Object Detection
/
S-Measure
PASCAL-S
/
2D Object Detection
/
Weighted F-Measure
PASCAL-S
/
2D Object Detection
/
mean E-Measure
PASCAL-S
/
2D Object Detection
/
mean F-Measure
PASCAL-S
/
3D
/
F-Score
PASCAL-S
/
3D
/
F-measure
PASCAL-S
/
3D
/
MAE
PASCAL-S
/
3D
/
S-Measure
PASCAL-S
/
3D
/
Weighted F-Measure
PASCAL-S
/
3D
/
mean E-Measure
PASCAL-S
/
3D
/
mean F-Measure
PASCAL-S
/
Object Detection
/
F-Score
PASCAL-S
/
Object Detection
/
F-measure
PASCAL-S
/
Object Detection
/
MAE
PASCAL-S
/
Object Detection
/
S-Measure
PASCAL-S
/
Object Detection
/
Weighted F-Measure
PASCAL-S
/
Object Detection
/
mean E-Measure
PASCAL-S
/
Object Detection
/
mean F-Measure
PASCAL-S
/
RGB Salient Object Detection
/
F-Score
PASCAL-S
/
RGB Salient Object Detection
/
F-measure
PASCAL-S
/
RGB Salient Object Detection
/
MAE
PASCAL-S
/
RGB Salient Object Detection
/
S-Measure
PASCAL-S
/
RGB Salient Object Detection
/
Weighted F-Measure
PASCAL-S
/
RGB Salient Object Detection
/
mean E-Measure
PASCAL-S
/
RGB Salient Object Detection
/
mean F-Measure
PASCAL-S
/
Saliency Detection
/
MAE
PASCAL-S
/
Salient Object Detection
/
E-measure
PASCAL-S
/
Salient Object Detection
/
MAE
PASCAL-S
/
Salient Object Detection
/
S-measure
PASCAL-S
/
Salient Object Detection
/
max_F1
PASCAL2COCO(Unseen)
/
Interactive Segmentation
/
Instance Average IoU
PASTIS
/
10-shot image generation
/
Mean IoU (test)
PASTIS
/
10-shot image generation
/
Number of Params
PASTIS
/
10-shot image generation
/
Overall Accuracy
PASTIS
/
10-shot image generation
/
PQ
PASTIS
/
10-shot image generation
/
RQ
PASTIS
/
10-shot image generation
/
SQ
PASTIS
/
Panoptic Segmentation
/
PQ
PASTIS
/
Panoptic Segmentation
/
RQ
PASTIS
/
Panoptic Segmentation
/
SQ
PASTIS
/
Semantic Segmentation
/
Mean IoU (test)
PASTIS
/
Semantic Segmentation
/
Number of Params
PASTIS
/
Semantic Segmentation
/
Overall Accuracy
PASTIS
/
Semantic Segmentation
/
PQ
PASTIS
/
Semantic Segmentation
/
RQ
PASTIS
/
Semantic Segmentation
/
SQ
PASTIS-R
/
10-shot image generation
/
IoU
PASTIS-R
/
10-shot image generation
/
PQ
PASTIS-R
/
10-shot image generation
/
RQ
PASTIS-R
/
10-shot image generation
/
SQ
PASTIS-R
/
Panoptic Segmentation
/
PQ
PASTIS-R
/
Panoptic Segmentation
/
RQ
PASTIS-R
/
Panoptic Segmentation
/
SQ
PASTIS-R
/
Semantic Segmentation
/
IoU
PASTIS-R
/
Semantic Segmentation
/
PQ
PASTIS-R
/
Semantic Segmentation
/
RQ
PASTIS-R
/
Semantic Segmentation
/
SQ
Pascal Panoptic Parts
/
2D Semantic Segmentation
/
mIoUPartS
Pascal Panoptic Parts
/
Image Segmentation
/
mIoUPartS
Pascal Panoptic Parts
/
Part-aware Panoptic Segmentation
/
PartPQ
Pascal VOC 2007 count-test
/
Object Counting
/
m-reIRMSE-nz
Pascal VOC 2007 count-test
/
Object Counting
/
m-relRMSE
Pascal VOC 2007 count-test
/
Object Counting
/
mRMSE
Pascal VOC 2007 count-test
/
Object Counting
/
mRMSE-nz
Pascal VOC 2012 1% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 1% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC 2012 12.5% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 12.5% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC 2012 2% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 2% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC 2012 5% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 5% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC 2012 50% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 50% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC 2012 6.25% labeled
/
10-shot image generation
/
Validation mIoU
Pascal VOC 2012 6.25% labeled
/
Semantic Segmentation
/
Validation mIoU
Pascal VOC to Clipart1K
/
16k
/
mAP
Pascal VOC to Clipart1K
/
2D Classification
/
mAP
Pascal VOC to Clipart1K
/
2D Object Detection
/
mAP
Pascal VOC to Clipart1K
/
3D
/
mAP
Pascal VOC to Clipart1K
/
Domain Adaptation
/
mAP
Pascal VOC to Clipart1K
/
Object Detection
/
mAP
Pascal VOC to Clipart1K
/
Unsupervised Domain Adaptation
/
mAP
Pascal-50S
/
Human Judgment Classification
/
Mean Accuracy
Pascal5i
/
Few-Shot Learning
/
meanIOU
Pascal5i
/
Few-Shot Semantic Segmentation
/
meanIOU
Pascal5i
/
Meta-Learning
/
meanIOU
PascalVOC
/
Interactive Segmentation
/
NoC@85
PascalVOC
/
Interactive Segmentation
/
NoC@90
PascalVOC-20
/
10-shot image generation
/
mIoU
PascalVOC-20
/
Open Vocabulary Semantic Segmentation
/
hIoU
PascalVOC-20
/
Open Vocabulary Semantic Segmentation
/
mIoU
PascalVOC-20
/
Semantic Segmentation
/
mIoU
PascalVOC-20
/
Unsupervised Semantic Segmentation
/
mIoU
PascalVOC-20b
/
Open Vocabulary Semantic Segmentation
/
mIoU
PascalVOC-SP
/
Node Classification
/
macro F1