Interactive Medical Image Segmentation on X-Ray
0.897DiceMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 0.897 | 0.836 | |
| MedSAMPrompt=Point2026.02 | 0.843 | 0.776 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 0.834 | 0.779 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 0.833 | 0.775 | |
| SAM2Prompt=Box2026.02 | 0.827 | 0.733 | |
| UniBiomed2026.02 | 0.817 | 0.748 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 0.798 | 0.723 | |
| IMISNetPrompt=Box2026.02 | 0.706 | 0.628 | |
| Citrus-V2026.02 | 0.624 | 0.536 | |
| IMISNetPrompt=Point2026.02 | 0.578 | 0.449 | |
| SAM2Prompt=Point2026.02 | 0.546 | 0.422 | |
| Seg-R12026.02 | 0.417 | 0.318 | |
| HyperSeg2026.02 | 0.336 | 0.231 | |
| LISA2026.02 | 0.322 | 0.23 | |
| GLAMM2026.02 | 0.285 | 0.194 | |
| MedPLIB2026.02 | 0.115 | 0.075 |