Mask-RCNN

Reported on 18 benchmarks across 8 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

3DoniSAID
Average Precision· 2017-03-20
36.5
best: 47 (PANet++)
Mask R-CNN arXiv:1703.06870
3DonCOCO test-dev
AP· 2017-03-20
63.1
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
3DonCOCO test-dev
AP50· 2017-03-20
87.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
3DonCOCO test-dev
AP75· 2017-03-20
68.7
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
3DonCOCO test-dev
APL· 2017-03-20
71.4
best: 86.5 (PoseBH-H)
Mask R-CNN arXiv:1703.06870
2D ClassificationoniSAID
Average Precision· 2017-03-20
36.5
best: 47 (PANet++)
Mask R-CNN arXiv:1703.06870
2D Object DetectiononiSAID
Average Precision· 2017-03-20
36.5
best: 47 (PANet++)
Mask R-CNN arXiv:1703.06870
16koniSAID
Average Precision· 2017-03-20
36.5
best: 47 (PANet++)
Mask R-CNN arXiv:1703.06870

Pose EstimationonCOCO test-dev
AP· 2017-03-20
63.1
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-dev
AP50· 2017-03-20
87.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-dev
AP75· 2017-03-20
68.7
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-dev
APL· 2017-03-20
71.4
best: 86.5 (PoseBH-H)
Mask R-CNN arXiv:1703.06870
Object DetectiononiSAID
Average Precision· 2017-03-20
36.5
best: 47 (PANet++)
Mask R-CNN arXiv:1703.06870
Instance SegmentationoniSAID
Average Precision· 2017-03-20
36.5
best: 40 (PANet++)
Mask R-CNN arXiv:1703.06870

1 Image, 2*2 StitchionCOCO test-dev
AP· 2017-03-20
63.1
best: 81.1 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-dev
AP50· 2017-03-20
87.3
best: 95 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-dev
AP75· 2017-03-20
68.7
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-dev
APL· 2017-03-20
71.4
best: 86.5 (PoseBH-H)
Mask R-CNN arXiv:1703.06870