Interactive Medical Image Segmentation on Ultrasound
89DiceMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 89 | 80.6 | |
| SAM2Prompt=Box2026.02 | 87.1 | 77.9 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 79.3 | 68.5 | |
| UniBiomed2026.02 | 73.6 | 61.8 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 71.8 | 60 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 65.8 | 54.7 | |
| MedSAMPrompt=Point2026.02 | 59.1 | 46.7 | |
| IMISNetPrompt=Box2026.02 | 56.9 | 48.3 | |
| SAM2Prompt=Point2026.02 | 52.8 | 40.8 | |
| Seg-R12026.02 | 49 | 38.2 | |
| IMISNetPrompt=Point2026.02 | 48.9 | 37.1 | |
| HyperSeg2026.02 | 43.4 | 33.6 | |
| GLAMM2026.02 | 40.2 | 29.4 | |
| LISA2026.02 | 38.5 | 28 | |
| Citrus-V2026.02 | 13.4 | 9.4 | |
| MedPLIB2026.02 | 8.8 | 5.6 |