Interactive Segmentation on COCO-Interactive (val)
74mIoU (Point)PSALM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PSALMBackbone=Swin-B2024.11 | 74 | — | 80 | — | 80.9 | — | 82.4 | — | |
| HyperSegBackbone=Swin-B2024.11 | 63.4 | — | 75.2 | — | 77.3 | — | 79.5 | — | |
| SEEMBackbone=DaViT-B2024.11 | 57.8 | — | 44 | — | 42.1 | — | 65 | — | |
| SAMBackbone=ViT-L2024.11 | 37.7 | — | — | — | 71.6 | — | — | — | |
| SAMBackbone=ViT-B2024.11 | 33.6 | — | — | — | 68.7 | — | — | — | |
| SEEM-B*Segmentation Data=C, L, RC, Evaluation protocol=600 random samples of COCO-val2024.03 | 0.817 | — | 83.5 | — | 0.757 | — | 76 | — | |
| PSALMSegmentation Data=C, RC, CI2024.03 | 0.643 | 0.74 | 66.9 | 80 | 0.673 | 0.809 | 67.6 | 82.4 | |
| OMG-SegSegmentation Data=C, VIP, CM, V2024.03 | 0.593 | — | — | — | — | — | — | — | |
| SAM-LSegmentation Data=SA-1B2024.03 | 0.518 | 0.377 | — | — | 0.766 | 0.716 | — | — | |
| SAM-BSegmentation Data=SA-1B2024.03 | 0.487 | 0.336 | — | — | 0.737 | 0.687 | — | — | |
| SEEM-BSegmentation Data=C, L, RC2024.03 | 0.478 | 0.578 | 43 | 44 | 0.449 | 0.421 | 48.4 | 65 |