Segmentation on Maples-DR
95.7OD ScoreRetSAM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RetSAMEvaluation Protocol=Fine-tuning2026.01 | 95.7 | 0.853 | 82.8 | 39.8 | 37.4 | 0.472 | 0.401 | |
| SAM2Evaluation Protocol=Zero-shot2026.01 | 94.6 | 0.693 | 70.4 | 32.2 | 28.5 | 0.464 | 0.155 | |
| RetFoundEvaluation Protocol=Zero-shot2026.01 | 92.8 | 0.544 | 66.2 | 14.8 | 5.8 | — | 0.057 | |
| Med-SAM-AdapterEvaluation Protocol=Zero-shot2026.01 | 92.1 | 0.194 | 68.1 | 1.3 | 3.6 | 0.045 | — | |
| MedSAM2Evaluation Protocol=Zero-shot2026.01 | 91.8 | 0.001 | 66.8 | 15.1 | 0.2 | — | — | |
| RetSAMEvaluation Protocol=Linear Probing2026.01 | 91.2 | 0.762 | 61.7 | 19.6 | 24.6 | 0.202 | 0.199 | |
| SAM3Evaluation Protocol=Zero-shot2026.01 | 90.5 | 0.703 | 71 | 33 | 29.2 | 0.472 | 0.158 | |
| MedSAMEvaluation Protocol=Zero-shot2026.01 | 89.9 | — | 65.5 | 2.6 | 0.1 | — | — | |
| SAM2-UNetEvaluation Protocol=Zero-shot2026.01 | 17 | 0.643 | 13.2 | 29.5 | 2.7 | — | — |