Dichotomous Image Segmentation on DIS5K DIS-TE(1-4) (test)
69.7Mean IoUU2-Net
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| U2-NetResolution=1024², Optimization=DDA loss2026.05 | 69.7 | 66.4 | 79.2 | 77.2 | 84 | 81.4 | 95.8 | |
| SAM2.1Zero-shot=true, Prompting=Tight Bounding Boxes2026.05 | 62.7 | 54.8 | 72.3 | 66.4 | 75.2 | 68.5 | 83.3 | |
| SAM2.0Zero-shot=true, Prompting=Tight Bounding Boxes2026.05 | 62.3 | 54.7 | 71.8 | 66.2 | 75 | 68.7 | 82.4 | |
| SAMZero-shot=true, Prompting=Tight Bounding Boxes2026.05 | 58.9 | 51.4 | 68.6 | 62.9 | 73 | 67.2 | 80 | |
| AttU-NetResolution=512², Optimization=DDA loss2026.05 | 54 | 49.3 | 67.4 | 63.8 | 72.9 | 68.7 | 93.9 | |
| U-NetResolution=512², Optimization=DDA loss2026.05 | 50.8 | 46.4 | 65 | 61.3 | 70.1 | 65.8 | 93.1 | |
| R2U-NetResolution=224², Optimization=DDA loss2026.05 | 46.9 | 40.7 | 60.7 | 55.2 | 68.8 | 62.9 | 81 |