Medical Image Segmentation on IDRiD relabeled
87.5Vessel mIoURetSAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RetSAMModel Architecture=RetSAM, Evaluation Protocol=Finetune2026.01 | 87.5 | 98.8 | 93 | 63.9 | 55 | |
| RetSAMModel Architecture=RetSAM, Evaluation Protocol=Linear2026.01 | 76.4 | 97.4 | 93.2 | 58.6 | 58.9 | |
| SAM2-UNetModel Architecture=SAM2-UNet2026.01 | 68.8 | 96.8 | 84.3 | 56.8 | 51.1 | |
| RetFoundModel Architecture=RetFound2026.01 | 62.3 | 96.4 | 77.7 | 53.2 | 43 | |
| SAM3Model Architecture=SAM32026.01 | 54.5 | 96.2 | 76.3 | 46.5 | 29.5 | |
| SAM2Model Architecture=SAM22026.01 | 53.7 | 95.8 | 75.6 | 45.8 | 28.9 | |
| MedSAM2Model Architecture=MedSAM22026.01 | 46.9 | 93.8 | 82.6 | 41.7 | 1.5 | |
| MedSAMModel Architecture=MedSAM2026.01 | 11.8 | 91.9 | 80.9 | 2.2 | 1.6 | |
| Med-SAM-AdapterModel Architecture=Med-SAM-Adapter2026.01 | 7.3 | 71.8 | 52.6 | 1.3 | 2.8 |