Semantic Segmentation on Cityscapes target domain
46.99mIoUSelf-adaptation
Evaluation Results
| Method | Links | |
|---|---|---|
| Self-adaptationBackbone=ResNet-101, Source Domain=GTA2022.08 | 46.99 | |
| WildNetBackbone=ResNet-101, Source Domain=GTA2022.08 | 45.79 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=GTA2022.08 | 45.33 | |
| Self-adaptationBackbone=ResNet-50, Source Domain=GTA2022.08 | 45.13 | |
| PINBackbone=ResNet-101, Source Domain=GTA2022.08 | 44.9 | |
| FSDRBackbone=ResNet-101, Source Domain=GTA2022.08 | 44.8 | |
| WildNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 44.62 | |
| DRPCBackbone=ResNet-101, Source Domain=GTA2022.08 | 42.53 | |
| Self-adaptationBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 42.32 | |
| Self-adaptationBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 41.6 | |
| PINBackbone=ResNet-50, Source Domain=GTA2022.08 | 41 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 40.87 | |
| FSDRBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 40.8 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=GTA2022.08 | 39.75 | |
| XDEDBackbone=ResNet-50, Source Domain=GTA2022.08 | 39.2 | |
| GCISGBackbone=ResNet-50, Source Domain=GTA2022.08 | 39.01 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 38.92 | |
| CSGBackbone=ResNet-101, Source Domain=GTA2022.08 | 38.88 | |
| DRPCBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 37.58 | |
| DRPCBackbone=ResNet-50, Source Domain=GTA2022.08 | 37.42 | |
| RobustNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 36.58 | |
| DRPCBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 35.65 | |
| CSGBackbone=ResNet-50, Source Domain=GTA2022.08 | 35.27 | |
| ASGBackbone=ResNet-101, Source Domain=GTA2022.08 | 32.79 | |
| ASGBackbone=ResNet-50, Source Domain=GTA2022.08 | 29.65 |