Semantic Segmentation on Dark Zurich (val)
52.8mIoUHeuSCM
Evaluation Results
| Method | Links | |
|---|---|---|
| HeuSCMBackbone=HRDA2026.03 | 52.8 | |
| InforMSBackbone=HRDA2026.03 | 52.5 | |
| HeuSCMBackbone=DAFormer2026.03 | 45.5 | |
| InforMSBackbone=DAFormer2026.03 | 45.1 | |
| TADPCaption Modifier=null2023.09 | 42.8 | |
| TADPCaption Modifier=Unrelated Domain2023.09 | 42.3 | |
| HRDABackbone=HRDA2026.03 | 42.1 | |
| TADPCaption Modifier=Nearby Domain2023.09 | 41.9 | |
| TADPCaption Modifier=TextualInversion2023.09 | 41.4 | |
| TADPCaption Modifier=simple2023.09 | 39.1 | |
| TADPCaption Modifier=DreamBooth2023.09 | 38.9 | |
| GPS-GLASSBackbone=ResNet-101, Framework=PSPNet2022.07 | 38.19 | |
| GPS-GLASSBackbone=ResNet-101, Architecture=PSPNet2022.07 | 38.19 | |
| DANIABackbone=ResNet-101, Framework=PSPNet2022.07 | 38.14 | |
| DANIABackbone=ResNet-101, Architecture=PSPNet2022.07 | 38.14 | |
| DAFormerBackbone=DAFormer2026.03 | 37.1 | |
| PTDiffSeg2023.09 | 37 | |
| DANNetBackbone=ResNet-101, Framework=PSPNet2022.07 | 36.76 | |
| DANNetBackbone=ResNet-101, Architecture=PSPNet2022.07 | 36.76 | |
| HRDABackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.12 | 32.6 | |
| HRDABackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.12 | 31.07 | |
| DAFormerBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.12 | 28.55 | |
| DAFormerBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.12 | 28.28 | |
| Color-AugBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.12 | 26.83 | |
| GCMABackbone=ResNet-1012022.07 | 26.65 | |
| GCMABackbone=ResNet-1012022.07 | 26.65 | |
| MGCDABackbone=ResNet-1012022.07 | 26.1 | |
| MGCDABackbone=ResNet-1012022.07 | 26.1 | |
| Color-AugBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.12 | 23 | |
| PSPNetBackbone=ResNet-1012022.07 | 12.28 | |
| PSPNetBackbone=ResNet-1012022.07 | 12.28 |