Interactive Medical Image Segmentation on MRI
0.854DiceMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 0.854 | 0.768 | |
| IMISNetPrompt=Box2026.02 | 0.849 | 0.758 | |
| SAM2Prompt=Box2026.02 | 0.838 | 0.748 | |
| UniBiomed2026.02 | 0.807 | 0.716 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 0.793 | 0.701 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 0.783 | 0.685 | |
| IMISNetPrompt=Point2026.02 | 0.678 | 0.556 | |
| MedSAMPrompt=Point2026.02 | 0.667 | 0.584 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 0.647 | 0.559 | |
| SAM2Prompt=Point2026.02 | 0.488 | 0.412 | |
| Citrus-V2026.02 | 0.326 | 0.258 | |
| MedPLIB2026.02 | 0.177 | 0.136 | |
| HyperSeg2026.02 | 0.153 | 0.101 | |
| Seg-R12026.02 | 0.126 | 0.075 | |
| LISA2026.02 | 0.11 | 0.063 | |
| GLAMM2026.02 | 0.106 | 0.061 |