Interactive Medical Image Segmentation on Fundus
0.846DiceMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 0.846 | 0.743 | |
| IMISNetPrompt=Box2026.02 | 0.841 | 0.733 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 0.813 | 0.692 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 0.803 | 0.678 | |
| UniBiomed2026.02 | 0.794 | 0.668 | |
| Citrus-V2026.02 | 0.782 | 0.655 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 0.775 | 0.644 | |
| SAM2Prompt=Box2026.02 | 0.717 | 0.574 | |
| IMISNetPrompt=Point2026.02 | 0.677 | 0.528 | |
| Seg-R12026.02 | 0.455 | 0.325 | |
| MedSAMPrompt=Point2026.02 | 0.414 | 0.346 | |
| SAM2Prompt=Point2026.02 | 0.362 | 0.265 | |
| MedPLIB2026.02 | 0.298 | 0.201 | |
| LISA2026.02 | 0.036 | 0.019 | |
| GLAMM2026.02 | 0.027 | 0.014 | |
| HyperSeg2026.02 | 0.023 | 0.012 |