Promptable Image Segmentation on COCO (val)
74mIoUClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 74 | |
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 73.9 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 73.1 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 72.9 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 72.7 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 72.5 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 71.6 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 71.4 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 58.4 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 55.7 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 55.4 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 55.3 | |
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 55.2 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 52.7 | |
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 51 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 50 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 49.6 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 49.5 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 48.3 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 48.2 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 23.4 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 21.4 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 21.1 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 19.8 |