Lesion Segmentation on FGADR
0.15EX ErrorMedSAM
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MedSAM2026.01 | 0.15 | 0.115 | 0.311 | 0.067 | — | — | — | — | |
| RetFound2026.01 | 0.288 | 0.371 | 0.43 | 0.056 | — | — | — | — | |
| SAM2-UNet2026.01 | 0.4 | 0.453 | — | — | — | — | — | — | |
| Med-SAM-Adapter2026.01 | 0.456 | 0.53 | 0.49 | 0.24 | — | — | — | — | |
| RetSAMEvaluation Protocol=Linear2026.01 | 0.481 | 0.538 | 0.196 | — | — | — | — | — | |
| MedSAM22026.01 | 0.511 | 0.529 | 0.621 | 0.322 | — | — | — | — | |
| SAM22026.01 | 0.516 | 0.571 | 0.537 | 0.207 | — | — | — | — | |
| SAM32026.01 | 0.516 | 0.56 | 0.575 | 0.237 | — | — | — | — | |
| RetSAMEvaluation Protocol=Finetune2026.01 | 0.577 | 0.569 | 0.591 | 0.228 | — | — | — | — | |
| Med-SAM-Adapter2026.01 | — | — | — | — | 0.404 | 0.402 | 0.397 | 0.127 | |
| MedSAM2026.01 | — | — | — | — | 0.166 | 0.125 | 0.289 | 0.081 | |
| MedSAM22026.01 | — | — | — | — | 0.529 | 0.571 | 0.633 | 0.308 | |
| RetFound2026.01 | — | — | — | — | 0.303 | 0.346 | 0.355 | 0.032 | |
| RetSAMEvaluation Protocol=Linear2026.01 | — | — | — | — | 0.316 | 0.414 | 0.436 | — | |
| RetSAMEvaluation Protocol=Finetune2026.01 | — | — | — | — | 0.508 | 0.563 | 0.601 | 0.344 | |
| SAM22026.01 | — | — | — | — | 0.491 | 0.527 | 0.545 | 0.262 | |
| SAM2-UNet2026.01 | — | — | — | — | 0.417 | 0.465 | — | — | |
| SAM32026.01 | — | — | — | — | 0.502 | 0.524 | 0.59 | 0.25 |