Semantic Segmentation on BDD target domain
41.73mIoUWildNet
Evaluation Results
| Method | Links | |
|---|---|---|
| WildNetBackbone=ResNet-101, Source Domain=GTA2022.08 | 41.73 | |
| PINBackbone=ResNet-101, Source Domain=GTA2022.08 | 41.31 | |
| FSDRBackbone=ResNet-101, Source Domain=GTA2022.08 | 41.2 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=GTA2022.08 | 41.18 | |
| Self-adaptationBackbone=ResNet-101, Source Domain=GTA2022.08 | 40.21 | |
| Self-adaptationBackbone=ResNet-50, Source Domain=GTA2022.08 | 39.61 | |
| DRPCBackbone=ResNet-101, Source Domain=GTA2022.08 | 38.72 | |
| WildNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 38.42 | |
| FSDRBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 37.4 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=GTA2022.08 | 37.34 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 35.98 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 35.24 | |
| RobustNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 35.2 | |
| PINBackbone=ResNet-50, Source Domain=GTA2022.08 | 34.6 | |
| DRPCBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 34.34 | |
| Self-adaptationBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 33.35 | |
| Self-adaptationBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 33.27 | |
| XDEDBackbone=ResNet-50, Source Domain=GTA2022.08 | 32.4 | |
| DRPCBackbone=ResNet-50, Source Domain=GTA2022.08 | 32.14 | |
| DRPCBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 31.53 |