Mask R-CNN*

Reported on 27 benchmarks across 3 tasks · 1 paper · 21 SOTA

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

Computer Vision9 results

Pose EstimationonCOCO test-challenge
AP50· 2017-03-20
89.2
best: 93.3 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
APL· 2017-03-20
82.6
best: 88.6 (MSPN+*)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
AR· 2017-03-20
75.4
best: 82.6 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
AR50· 2017-03-20
93.2
best: 96.1 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
AR75· 2017-03-20
81.2
best: 88.2 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
ARL· 2017-03-20
76.8
best: 88.7 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
ARM· 2017-03-20
70.2
best: 78 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
AP· 2017-03-20
68.9
best: 77.1 (4×RSN-50)
Mask R-CNN arXiv:1703.06870
Pose EstimationonCOCO test-challenge
AP75· 2017-03-20
75.2
best: 83.6 (4×RSN-50)
Mask R-CNN arXiv:1703.06870

3DonCOCO test-challenge
AP50· 2017-03-20
89.2
best: 93.3 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
APL· 2017-03-20
82.6
best: 88.6 (MSPN+*)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
AR· 2017-03-20
75.4
best: 82.6 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
AR50· 2017-03-20
93.2
best: 96.1 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
AR75· 2017-03-20
81.2
best: 88.2 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
ARL· 2017-03-20
76.8
best: 88.7 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
ARM· 2017-03-20
70.2
best: 78 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
AP· 2017-03-20
68.9
best: 77.1 (4×RSN-50)
Mask R-CNN arXiv:1703.06870
3DonCOCO test-challenge
AP75· 2017-03-20
75.2
best: 83.6 (4×RSN-50)
Mask R-CNN arXiv:1703.06870

1 Image, 2*2 StitchionCOCO test-challenge
AP50· 2017-03-20
89.2
best: 93.3 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
APL· 2017-03-20
82.6
best: 88.6 (MSPN+*)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
AR· 2017-03-20
75.4
best: 82.6 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
AR50· 2017-03-20
93.2
best: 96.1 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
AR75· 2017-03-20
81.2
best: 88.2 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
ARL· 2017-03-20
76.8
best: 88.7 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
ARM· 2017-03-20
70.2
best: 78 (4×RSN-50)
SOTA
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
AP· 2017-03-20
68.9
best: 77.1 (4×RSN-50)
Mask R-CNN arXiv:1703.06870
1 Image, 2*2 StitchionCOCO test-challenge
AP75· 2017-03-20
75.2
best: 83.6 (4×RSN-50)
Mask R-CNN arXiv:1703.06870