Lesion Segmentation on DDR
0.056EX RateMedSAM
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MedSAM2026.01 | 0.056 | 0.046 | 0.256 | 0.015 | — | — | — | — | |
| RetFound2026.01 | 0.275 | 0.367 | 0.354 | — | — | — | — | — | |
| SAM2-UNet2026.01 | 0.41 | 0.476 | — | — | — | — | — | — | |
| Med-SAM-Adapter2026.01 | 0.417 | 0.545 | 0.377 | 0.215 | — | — | — | — | |
| MedSAM22026.01 | 0.481 | 0.549 | 0.57 | 0.203 | — | — | — | — | |
| SAM32026.01 | 0.543 | 0.495 | 0.506 | 0.303 | — | — | — | — | |
| RetSAMEvaluation Protocol=Linear2026.01 | 0.546 | 0.465 | 0.106 | — | — | — | — | — | |
| SAM22026.01 | 0.573 | 0.501 | 0.451 | 0.251 | — | — | — | — | |
| RetSAMEvaluation Protocol=Finetune2026.01 | 0.592 | 0.606 | 0.589 | 0.199 | — | — | — | — | |
| Med-SAM-Adapter2026.01 | — | — | — | — | 0.381 | 0.301 | 0.31 | 0.118 | |
| MedSAM2026.01 | — | — | — | — | 0.081 | 0.066 | 0.288 | 0.021 | |
| MedSAM22026.01 | — | — | — | — | 0.457 | 0.443 | 0.532 | 0.222 | |
| RetFound2026.01 | — | — | — | — | 0.234 | 0.231 | 0.309 | — | |
| RetSAMEvaluation Protocol=Linear2026.01 | — | — | — | — | 0.431 | 0.402 | 0.445 | — | |
| RetSAMEvaluation Protocol=Finetune2026.01 | — | — | — | — | 0.578 | 0.465 | 0.518 | 0.314 | |
| SAM22026.01 | — | — | — | — | 0.528 | 0.404 | 0.387 | 0.287 | |
| SAM2-UNet2026.01 | — | — | — | — | 0.443 | 0.397 | — | — | |
| SAM32026.01 | — | — | — | — | 0.517 | 0.413 | 0.505 | 0.335 |