Semantic Segmentation on ADE20K (Old/New/All mIoU)
58.2Old mIoUDecoupleCSS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DecoupleCSSSetting=100-10, Foundation Model=SAM (~632M params)2026.03 | 58.2 | 52 | 56.9 | |
| DecoupleCSSSetting=100-5, Foundation Model=SAM (~632M params)2026.03 | 57.5 | 55.6 | 56.9 | |
| CIT-M2FormerSetting=100-10, Base Architecture=Mask2Former2026.03 | 56.9 | 38.2 | 50.7 | |
| CIT-M2FormerSetting=100-5, Base Architecture=Mask2Former2026.03 | 55.5 | 32.2 | 47.7 | |
| SimCISSetting=100-10, Base Architecture=Mask2Former2026.03 | 49.7 | 27.4 | 42.3 | |
| CogCaSSetting=100-52026.03 | 49.5 | 43.6 | 47.3 | |
| CogCaSSetting=100-102026.03 | 49.2 | 44 | 47.4 | |
| SimCISSetting=100-5, Base Architecture=Mask2Former2026.03 | 46.7 | 22.8 | 38.7 |