Medical Image Segmentation on HRF relabeled
80.4Vessel ScoreRetSAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RetSAMModel Architecture=RetSAM, Evaluation Protocol=Finetune2026.01 | 80.4 | 98.6 | 94.5 | 42.5 | 40.1 | |
| RetSAMModel Architecture=RetSAM, Evaluation Protocol=Linear2026.01 | 77.9 | 96.9 | 91.5 | 33.7 | 35.9 | |
| SAM2-UNetModel Architecture=SAM2-UNet2026.01 | 63.3 | 96.8 | 80.5 | 29.2 | 26.6 | |
| RetFoundModel Architecture=RetFound2026.01 | 63.1 | 95.5 | 77.8 | — | — | |
| SAM3Model Architecture=SAM32026.01 | 59.2 | 94.9 | 79.2 | 22 | 0.7 | |
| SAM2Model Architecture=SAM22026.01 | 58.3 | 94.2 | 78.2 | 21.7 | 0.6 | |
| MedSAM2Model Architecture=MedSAM22026.01 | 48.5 | 94.6 | 74.9 | 25.7 | 0.3 | |
| MedSAMModel Architecture=MedSAM2026.01 | 14.4 | 92.6 | 73.5 | 0.3 | 0.3 | |
| Med-SAM-AdapterModel Architecture=Med-SAM-Adapter2026.01 | 1.6 | 92.7 | 66.8 | — | 7.2 |