Polyp Segmentation on ETIS-LaribPolypDB (Out-of-Distribution)
0.7798DiceUniSurg
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniSurg2026.02 | 0.7798 | 0.0163 | |
| DINOv3Model Size=H2026.02 | 0.7692 | 0.0175 | |
| DINOv3Model Size=L2026.02 | 0.7293 | 0.0197 | |
| GastroNet2026.02 | 0.7108 | 0.016 | |
| EndoSSL2026.02 | 0.6659 | 0.024 | |
| SurgVLP2026.02 | 0.6265 | 0.0384 | |
| SelfSupSurg2026.02 | 0.6057 | 0.0309 | |
| SurgNetModel Size=XL2026.02 | 0.5534 | 0.0652 | |
| EndoViT2026.02 | 0.5345 | 0.039 | |
| VideoMAEModel Size=G2026.02 | 0.5242 | 0.0489 | |
| EndoFM2026.02 | 0.4952 | 0.0527 | |
| GSViT2026.02 | 0.2692 | 0.1504 | |
| EndoMamba2026.02 | 0.2661 | 0.1175 |