Semantic Segmentation on PASCAL VOC 15 (test)
89.57mIoUBase
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaseArch.=DINOv22026.03 | 89.57 | 88.1 | 88.83 | 4.06 | |
| Tunable Soft EquivarianceArch.=DINOv22026.03 | 89.48 | 88.7 | 89.09 | 3.7 | |
| Canon.Arch.=DINOv22026.03 | 83.48 | 82.73 | 83.11 | 44.93 | |
| Tunable Soft EquivarianceArch.=ViT2026.03 | 74.78 | 71.61 | 73.18 | 11.12 | |
| BaseArch.=ViT2026.03 | 73.4 | 70.09 | 71.73 | 12.31 | |
| Tunable Soft EquivarianceArch.=SegFormer2026.03 | 66.34 | 62.52 | 64.4 | 10.64 | |
| Canon.Arch.=ViT2026.03 | 65.36 | 61.93 | 63.62 | 20.39 | |
| BaseArch.=SegFormer2026.03 | 65.34 | 61.17 | 63.22 | 11.03 | |
| Canon.Arch.=SegFormer2026.03 | 57.5 | 55.23 | 56.36 | 24.82 |