Segmentation on SAT-MTB v1 (test)
35.9mAP50PointRend
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PointRendAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 35.9 | 2.1 | 67.1 | 11.8 | 54.6 | 45.9 | 57.4 | 0 | 35 | 70.3 | 6.9 | 47.5 | 32.5 | |
| SCNetAccepted By=AAAI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 35.9 | 18.6 | 85.1 | 2 | 66.3 | 38.5 | 56.2 | 0 | 40.2 | 73.2 | 0 | 22.5 | 28.3 | |
| HTCAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 33.3 | 5.7 | 80.2 | 1.3 | 38.5 | 36.5 | 62.2 | 0 | 43.9 | 72.1 | 0 | 30.5 | 28.6 | |
| HTCAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 32 | 16.1 | 76.1 | 5.7 | 26.4 | 36.4 | 51.2 | 0 | 40.4 | 71.1 | 0.1 | 30.5 | 30.5 | |
| Cascade Mask RCNNAccepted By=TPAMI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 31.8 | 22.9 | 77.8 | 0.2 | 64.3 | 32.7 | 55.4 | 0 | 26.9 | 53.1 | 0 | 26.3 | 21.8 | |
| DetectorRSAccepted By=CVPR2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 31.4 | 11.5 | 83.5 | 3.5 | 10.8 | 33.8 | 52.9 | 0 | 55.4 | 76.7 | 0.9 | 23.9 | 24.5 | |
| Mask RCNNAccepted By=ICCV2017, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 31.2 | 0 | 64.5 | 3.7 | 36.8 | 45.2 | 56.3 | 0 | 31.9 | 61.3 | 4.1 | 45.9 | 24.2 | |
| SCNetAccepted By=AAAI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 31.2 | 9 | 89.3 | 1.5 | 0.3 | 38.7 | 66.3 | 0 | 55.1 | 74.5 | 0.1 | 28.8 | 11 | |
| Cascade Mask RCNNAccepted By=TPAMI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 29.3 | 4.3 | 70 | 0.8 | 30.6 | 38.8 | 53 | 0 | 37.4 | 60.1 | 0.2 | 24 | 32.6 | |
| PointRendAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 27.8 | 9.8 | 61.6 | 26.6 | 2.7 | 31.8 | 55.3 | 0 | 37.8 | 64.1 | 0 | 23.4 | 20.4 | |
| MaskScoring RCNNAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 27.7 | 3.6 | 73.8 | 3.2 | 8.3 | 41.1 | 48.4 | 0 | 39.8 | 71.5 | 0.2 | 1.8 | 24.5 | |
| Mask RCNNAccepted By=ICCV2017, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 26.6 | 4.8 | 60.5 | 1.6 | 15.5 | 36.9 | 52.7 | 0 | 40.8 | 66.9 | 0 | 24.8 | 14.1 | |
| MTTRAccepted By=CVPR2022, Feature Extraction=Swin Transformer, MHF (ours)=false2026.06 | 19.4 | 1.2 | 53.1 | 7.6 | 3.6 | 21.6 | 31.8 | 0 | 26.5 | 23.1 | 0.2 | 9.4 | 19.8 | |
| Mask TransfinerAccepted By=CVPR2022, Feature Extraction=ResNet50, MHF (ours)=false2026.06 | 17.6 | 0.9 | 48.5 | 4.6 | 1.6 | 13.5 | 24.8 | 0 | 13.4 | 41.6 | 0 | 7.6 | 15.4 | |
| YOLACTAccepted By=ICCV2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 13.6 | 0 | 19.5 | 0 | 0 | 26.4 | 11.3 | 0 | 37.4 | 42.6 | 0.6 | 4.9 | 21 | |
| QueryInstAccepted By=ICCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 12.9 | 0.5 | 54.2 | 0 | 0.3 | 14.5 | 22.5 | 0 | 11.3 | 16.3 | 1.4 | 10.5 | 23.1 | |
| IDOLAccepted By=ECCV2022, Feature Extraction=ResNet50, MHF (ours)=false2026.06 | 10.5 | 0 | 24.6 | 1.3 | 2.8 | 10.2 | 2.8 | 0 | 16.5 | 13 | 0 | 0.2 | 12.6 | |
| SeqFormerAccepted By=ECCV2022, Feature Extraction=ResNet50, MHF (ours)=false2026.06 | 10.3 | 0 | 29.8 | 0.6 | 3.8 | 0.6 | 12.7 | 0 | 21.1 | 16.2 | 0 | 1.6 | 20.9 |