Class-agnostic Instance Segmentation on COCO 2017 (val)
22.8AP (Box)U2Seg
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| U2SegBackbone=ResNet-502023.12 | 22.8 | 13 | — | — | — | — | — | — | — | — | |
| CutLER2023.12 | 21.9 | 12.3 | — | — | — | — | — | — | — | — | |
| FreeSOLO2023.12 | 9.6 | 4.2 | — | — | — | — | — | — | — | — | |
| TokenCut2023.12 | 5.8 | 3.2 | — | — | — | — | — | — | — | — | |
| FreeSOLOannotation usage=w/o anns2022.02 | 4 | 9.8 | 2.9 | 4.1 | 10.5 | 12.7 | — | — | — | — | |
| FreeSOLOSupervision=w/o anns2022.02 | 4 | 9.8 | 2.9 | — | — | — | — | 21.5 | 34.3 | 24.3 | |
| COBannotation usage=w/ anns2022.02 | 3.3 | 8.8 | 1.9 | 2.9 | 10.1 | 22.7 | — | — | — | — | |
| COBSupervision=w/ anns2022.02 | 3.3 | 8.8 | 1.9 | — | — | — | — | 36.5 | 11 | 15.6 | |
| MCGannotation usage=w/ anns2022.02 | 1.6 | 4.6 | 0.8 | 1.9 | 7.4 | 18.2 | — | — | — | — | |
| MCGSupervision=w/ anns2022.02 | 1.6 | 4.6 | 0.8 | — | — | — | — | 32.4 | 7.4 | 9.4 |