Semantic Segmentation on ACDC night (val)
37.7mIoUCCDistill
Evaluation Results
| Method | Links | |
|---|---|---|
| CCDistillBaseline Architecture=RefineNet2022.05 | 37.7 | |
| DANNet(RefineNet)Baseline Architecture=RefineNet2022.05 | 37 | |
| MGCDABaseline Architecture=RefineNet2022.05 | 29 | |
| ADVENT-Cityscapes→DZ-nightBaseline Architecture=DeepLab-v22022.05 | 26.2 | |
| SIDASource=CS2025.07 | 25.73 | |
| ULDASource=CS2025.07 | 25.4 | |
| PØDASource=CS2025.07 | 25.03 | |
| UDAclustering-Cityscapes→DZ-nightBaseline Architecture=DeepLab-v22022.05 | 24.5 | |
| BDL-Cityscapes→DZ-nightBaseline Architecture=DeepLab-v22022.05 | 23.9 | |
| AdaptSegNet-Cityscapes→DZ-nightBaseline Architecture=DeepLab-v22022.05 | 23.8 | |
| CLIPstylerSource=CS2025.07 | 21.38 | |
| RefineNet-CityscapesBaseline Architecture=RefineNet, Backbone=ResNet-1012022.05 | 20.3 | |
| Source-onlySource=CS2025.07 | 18.31 | |
| DeepLab-v2-CityscapesBaseline Architecture=DeepLab-v2, Backbone=ResNet-1012022.05 | 16.3 |