Promptable Image Segmentation on ADE (val)
74.9mIoUClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 74.9 | |
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 74.6 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 74 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 73.8 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 73 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 72.5 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 72.1 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 71.8 | |
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 57.2 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 55.9 | |
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 55.4 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 53.5 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 52.8 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 52.6 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 51 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 50.5 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 50.1 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 49.5 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 48.9 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 48.1 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 20.2 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 19.7 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 18.9 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 16.4 |