Interactive Medical Image Segmentation on Average across 6 Medical Imaging Modalities
87.6DiceMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 87.6 | 79.7 | |
| SAM2Prompt=Box2026.02 | 83.5 | 74.3 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 79.4 | 70.5 | |
| IMISNetPrompt=Box2026.02 | 77.9 | 69.6 | |
| UniBiomed2026.02 | 77.6 | 68.1 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 76.3 | 67 | |
| MedSAMPrompt=Point2026.02 | 68.1 | 59.2 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 67.8 | 59.3 | |
| IMISNetPrompt=Point2026.02 | 64.6 | 52.7 | |
| SAM2Prompt=Point2026.02 | 53.2 | 43.9 | |
| Citrus-V2026.02 | 48.2 | 41 | |
| Seg-R12026.02 | 35.3 | 27.2 | |
| HyperSeg2026.02 | 24 | 18.2 | |
| LISA2026.02 | 20.4 | 14.4 | |
| GLAMM2026.02 | 19.2 | 13.2 | |
| MedPLIB2026.02 | 14.4 | 10.1 |