Interactive Medical Image Segmentation on Endoscopy
92.5Dice CoefficientMedSAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedSAMPrompt=Box2026.02 | 92.5 | 87.2 | |
| SAM2Prompt=Box2026.02 | 92.2 | 87.2 | |
| IMISNetPrompt=Box2026.02 | 90.5 | 84.6 | |
| MedSAMPrompt=Point2026.02 | 82.2 | 73.6 | |
| MedSAM-Agent-MedSAM2Segmentor=MedSAM22026.02 | 81.1 | 74.4 | |
| MedSAM-Agent-IMISNetSegmentor=IMISNet2026.02 | 80.3 | 73.6 | |
| IMISNetPrompt=Point2026.02 | 78.1 | 68.1 | |
| UniBiomed2026.02 | 77.8 | 70.4 | |
| Qwen3-VL+MedSAM2 (RL only)Variant=RL only2026.02 | 69.5 | 63.1 | |
| Citrus-V2026.02 | 66.6 | 61.6 | |
| SAM2Prompt=Point2026.02 | 65.9 | 59.7 | |
| Seg-R12026.02 | 53.3 | 47.1 | |
| HyperSeg2026.02 | 39.6 | 34.2 | |
| LISA2026.02 | 28.2 | 22.2 | |
| GLAMM2026.02 | 24.5 | 17.9 | |
| MedPLIB2026.02 | 13.2 | 9.7 |