Medical Image Segmentation on ISIC 2016 (Dice, IoU, NSD)
91.1DiceRobust MedSAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Robust MedSAMprompt=point prompts, condition=image degradations2026.04 | 91.1 | 84.4 | 24.7 | |
| Robust MedSAM +SVDprompt=point prompts, condition=image degradations2026.04 | 91 | 84.2 | 23.2 | |
| Robust SAMprompt=point prompts, condition=image degradations2026.04 | 83.6 | 74.2 | 13.5 | |
| SAMprompt=point prompts, condition=image degradations2026.04 | 75.2 | 64 | 8.8 | |
| MedSAMprompt=point prompts, condition=image degradations2026.04 | 20.2 | 12 | 1.7 |