Polyp Segmentation on CVC-ColonDB (Out-of-Distribution)
0.7985DiceUniSurg
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniSurg2026.02 | 0.7985 | 0.0237 | |
| DINOv3Model Size=H2026.02 | 0.7795 | 0.0345 | |
| DINOv3Model Size=L2026.02 | 0.7646 | 0.0342 | |
| EndoSSL2026.02 | 0.727 | 0.0388 | |
| GastroNet2026.02 | 0.7182 | 0.0369 | |
| SurgVLP2026.02 | 0.6699 | 0.0493 | |
| SelfSupSurg2026.02 | 0.6619 | 0.0472 | |
| SurgNetModel Size=XL2026.02 | 0.6567 | 0.055 | |
| VideoMAEModel Size=G2026.02 | 0.6391 | 0.0539 | |
| EndoViT2026.02 | 0.6383 | 0.0515 | |
| EndoFM2026.02 | 0.6338 | 0.0485 | |
| EndoMamba2026.02 | 0.4684 | 0.0809 | |
| GSViT2026.02 | 0.4027 | 0.1071 |