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ResearchFormerly WizWand

Semantic Segmentation on Dark Zurich (val)

52.8mIoUHeuSCM
10.659221.599632.5443.4804Jul 27, 2022Mar 6, 2023Oct 15, 2023May 25, 2024Jan 3, 2025Aug 14, 2025Mar 25, 2026
Updated 7mo ago

Evaluation results

MethodLinks
HeuSCMBackbone=HRDA2026.0352.8
InforMSBackbone=HRDA2026.0352.5
HeuSCMBackbone=DAFormer2026.0345.5
InforMSBackbone=DAFormer2026.0345.1
TADPCaption Modifier=null2023.0942.8
TADPCaption Modifier=Unrelated Domain2023.0942.3
HRDABackbone=HRDA2026.0342.1
TADPCaption Modifier=Nearby Domain2023.0941.9
TADPCaption Modifier=TextualInversion2023.0941.4
TADPCaption Modifier=simple2023.0939.1
TADPCaption Modifier=DreamBooth2023.0938.9
GPS-GLASSBackbone=ResNet-101, Framework=PSPNet2022.0738.19
GPS-GLASSBackbone=ResNet-101, Architecture=PSPNet2022.0738.19
DANIABackbone=ResNet-101, Framework=PSPNet2022.0738.14
DANIABackbone=ResNet-101, Architecture=PSPNet2022.0738.14
DAFormerBackbone=DAFormer2026.0337.1
PTDiffSeg2023.0937
DANNetBackbone=ResNet-101, Framework=PSPNet2022.0736.76
DANNetBackbone=ResNet-101, Architecture=PSPNet2022.0736.76
HRDABackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.1232.6
HRDABackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.1231.07
DAFormerBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.1228.55
DAFormerBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.1228.28
Color-AugBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=true2023.1226.83
GCMABackbone=ResNet-1012022.0726.65
GCMABackbone=ResNet-1012022.0726.65
MGCDABackbone=ResNet-1012022.0726.1
MGCDABackbone=ResNet-1012022.0726.1
Color-AugBackbone=MiT-B5 [66], Source Domain=Cityscapes, DGInStyle integration=false2023.1223
PSPNetBackbone=ResNet-1012022.0712.28
PSPNetBackbone=ResNet-1012022.0712.28