Polyp segmentation on CVC-300 (Out-of-Distribution)
91.12DiceUniSurg
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniSurg2026.02 | 91.12 | 0.0071 | |
| DINOv3Model Size=H2026.02 | 89.12 | 0.0066 | |
| DINOv3Model Size=L2026.02 | 88.11 | 0.0071 | |
| EndoSSL2026.02 | 86.22 | 0.0088 | |
| SurgVLP2026.02 | 85.08 | 0.0131 | |
| SelfSupSurg2026.02 | 83.55 | 0.0116 | |
| EndoFM2026.02 | 83.52 | 0.0126 | |
| EndoViT2026.02 | 83.03 | 0.0137 | |
| GastroNet2026.02 | 82.5 | 0.0134 | |
| VideoMAEModel Size=G2026.02 | 78.83 | 0.0226 | |
| SurgNetModel Size=XL2026.02 | 77.3 | 0.0238 | |
| EndoMamba2026.02 | 60.75 | 0.0451 | |
| GSViT2026.02 | 36.33 | 0.1066 |