Promptable Image Segmentation on Cityscapes (val)
63.2mIoUClean
Evaluation Results
| Method | Links | |
|---|---|---|
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 63.2 | |
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 62.7 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 62.1 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 61.5 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 53.9 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 53.4 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 53.2 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 52.5 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Box2026.05 | 45.9 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Box2026.05 | 43.2 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Box2026.05 | 43 | |
| CleanBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 41.7 | |
| CleanBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 40.6 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Box2026.05 | 38.8 | |
| CleanBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 37.3 | |
| UADBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 26 | |
| UADBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 25 | |
| UADBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 23.2 | |
| CleanBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 23.1 | |
| DarkLLMBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 16.7 | |
| DarkLLMBackbone=SAM2-Hiera-Tiny, Prompt Type=Point2026.05 | 16.4 | |
| DarkLLMBackbone=SAM2-Hiera-Base, Prompt Type=Point2026.05 | 15.3 | |
| DarkLLMBackbone=SAM2-Hiera-Large, Prompt Type=Point2026.05 | 15.1 | |
| UADBackbone=SAM2-Hiera-Small, Prompt Type=Point2026.05 | 14.2 |