Segmentation on TIANGONG2-RICE (test)
32mAPSparseInst
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SparseInstAccepted By=ICLR2023, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 32 | 64.5 | 31 | 32.1 | 32.3 | 10.1 | |
| SparseInstAccepted By=ICLR2023, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 29.4 | 60.7 | 26.3 | 30.8 | 29.5 | 0 | |
| QueryInstAccepted By=ICCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 25.6 | 62.6 | 12.6 | 27.5 | 25.7 | 20.1 | |
| MaskScoring RCNNAccepted By=IJCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 23.3 | 51.1 | 18 | 39.9 | 19.8 | 13.5 | |
| QueryInstAccepted By=ICCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 20.8 | 56.9 | 8.7 | 26.5 | 20.4 | 16.8 | |
| MaskScoring RCNNAccepted By=IJCV2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 19.4 | 45.2 | 13.2 | 36.9 | 15.6 | 10.1 | |
| PointRendAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 18.4 | 45.8 | 11.7 | 35 | 14.8 | 16.8 | |
| Mask RCNNAccepted By=ICCV2017, Feature Extraction=ResNet50+FPN, MHF (ours)=true2026.06 | 17.6 | 43.9 | 10.4 | 35.1 | 14.5 | 16.8 | |
| Mask RCNNAccepted By=ICCV2017, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 16.3 | 42.3 | 7.7 | 32 | 13.1 | 23.4 | |
| PointRendAccepted By=CVPR2020, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 14.3 | 41.9 | — | 30.2 | 11.3 | 20.1 | |
| Cascade Mask RCNNAccepted By=TPAMI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 9.8 | 27 | 4.6 | 25.3 | 7.4 | 6.6 | |
| SCNetAccepted By=AAAI2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 9.3 | 22.2 | 4.7 | 19.8 | 6.9 | 3.4 | |
| DetectorRSAccepted By=CVPR2021, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 7.7 | 18.4 | 3.4 | 16.7 | 5.8 | 3.4 | |
| HTCAccepted By=CVPR2019, Feature Extraction=ResNet50+FPN, MHF (ours)=false2026.06 | 6.9 | 17.7 | 3.1 | 15.1 | 5.3 | 6.7 |