Medical Polyp Segmentation on CVC-ClinicDB cross-dataset (test)
84Dice Score (mDice)IP-SAM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IP-SAMprotocol=prompt-absent2026.03 | 84 | 77.8 | 89.7 | 0.029 | |
| LACFormerprotocol=prompt-absent2026.03 | 82.6 | 75.8 | 88.9 | 0.026 | |
| SEPNetprotocol=prompt-absent2026.03 | 81.5 | 74.4 | 87.4 | 0.028 | |
| ZoomNeXtprotocol=prompt-absent2026.03 | 80.5 | 73.1 | 86.3 | 0.031 | |
| SAM2-Adapterprotocol=prompt-absent2026.03 | 80.1 | 73.8 | 87.3 | 0.03 | |
| MDSAMprotocol=prompt-absent2026.03 | 79.6 | 72.4 | 86.3 | 0.034 | |
| ASPSprotocol=prompt-absent2026.03 | 67 | 58 | 78.6 | 0.069 | |
| SAM-Adapterprotocol=prompt-absent2026.03 | 45 | 36.6 | 67.1 | 0.093 |