Interactive Medical Image Segmentation on CT (Computed Tomography)
84.7Dice CoefficientMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 84.7 | 75.9 | |
| SAM2Prompt=Box2026.02 | 83.7 | 75.4 | |
| IMISNetPrompt=Box2026.02 | 80.5 | 72.7 | |
| MedSAMPrompt=Point2026.02 | 74.7 | 64 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 73.2 | 65.4 | |
| UniBiomed2026.02 | 72.4 | 63.4 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 72 | 63.3 | |
| IMISNetPrompt=Point2026.02 | 67.4 | 58 | |
| SAM2Prompt=Point2026.02 | 61 | 53.1 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 40.1 | 34.6 | |
| Citrus-V2026.02 | 36.3 | 30.2 | |
| Seg-R12026.02 | 9.9 | 6.4 | |
| HyperSeg2026.02 | 9.8 | 6.9 | |
| LISA2026.02 | 8.8 | 5.1 | |
| GLAMM2026.02 | 8.8 | 5.3 | |
| MedPLIB2026.02 | 5.2 | 3.8 |