Image Segmentation on ADE
74.5mIoUClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanPrompt=Box, SAM Model=SAM-Huge2026.05 | 74.5 | |
| CleanPrompt=Box, SAM Model=SAM-Large2026.05 | 73.9 | |
| CleanPrompt=Box, SAM Model=SAM-Base2026.05 | 72.8 | |
| UADPrompt=Box, SAM Model=SAM-Huge2026.05 | 71.3 | |
| UADPrompt=Box, SAM Model=SAM-Large2026.05 | 70.3 | |
| UADPrompt=Box, SAM Model=SAM-Base2026.05 | 68.3 | |
| CleanPrompt=Point, SAM Model=SAM-Huge2026.05 | 53.6 | |
| CleanPrompt=Point, SAM Model=SAM-Large2026.05 | 53.3 | |
| CleanPrompt=Point, SAM Model=SAM-Base2026.05 | 50.3 | |
| DarkLLMPrompt=Box, SAM Model=SAM-Large2026.05 | 48.4 | |
| UADPrompt=Point, SAM Model=SAM-Huge2026.05 | 48 | |
| UADPrompt=Point, SAM Model=SAM-Large2026.05 | 46.9 | |
| DarkLLMPrompt=Box, SAM Model=SAM-Huge2026.05 | 46.9 | |
| UADPrompt=Point, SAM Model=SAM-Base2026.05 | 42.7 | |
| DarkLLMPrompt=Box, SAM Model=SAM-Base2026.05 | 27.4 | |
| DarkLLMPrompt=Point, SAM Model=SAM-Huge2026.05 | 21.5 | |
| DarkLLMPrompt=Point, SAM Model=SAM-Large2026.05 | 18.8 | |
| DarkLLMPrompt=Point, SAM Model=SAM-Base2026.05 | 2.9 |