Promptable Image Segmentation on ADE
74.9mIoUClean
Evaluation results
| Method | Links | |
|---|---|---|
| CleanPrompt=Box, Target Model=SAM2-Hiera-Large2026.05 | 74.9 | |
| CleanPrompt=Point, Target Model=SAM-Base2026.05 | 50.3 | |
| DarkLLMPrompt=Box, Target Model=SAM2-Hiera-Large2026.05 | 49.5 | |
| AttackSAMPrompt=Point, Target Model=SAM-Base2026.05 | 46.8 | |
| DarkSAM-bxPrompt=Point, Target Model=SAM-Base2026.05 | 46.1 | |
| PATAPrompt=Point, Target Model=SAM-Base2026.05 | 44 | |
| PATA++Prompt=Point, Target Model=SAM-Base2026.05 | 43.9 | |
| DarkSAM-ptPrompt=Point, Target Model=SAM-Base2026.05 | 43.2 | |
| UAP-SAM2Prompt=Point, Target Model=SAM-Base2026.05 | 42.8 | |
| UADPrompt=Point, Target Model=SAM-Base2026.05 | 42.7 | |
| DarkLLMPrompt=Point, Target Model=SAM-Base2026.05 | 2.9 |