Semantic Segmentation on Mapillary target domain
47.49mIoUSelf-adaptation
Evaluation Results
| Method | Links | |
|---|---|---|
| Self-adaptationBackbone=ResNet-50, Source Domain=GTA2022.08 | 47.49 | |
| Self-adaptationBackbone=ResNet-101, Source Domain=GTA2022.08 | 47.49 | |
| WildNetBackbone=ResNet-101, Source Domain=GTA2022.08 | 47.08 | |
| WildNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 46.09 | |
| FSDRBackbone=ResNet-101, Source Domain=GTA2022.08 | 43.4 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=GTA2022.08 | 41.86 | |
| Self-adaptationBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 41.21 | |
| Self-adaptationBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 41.2 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=GTA2022.08 | 40.77 | |
| RobustNetBackbone=ResNet-50, Source Domain=GTA2022.08 | 40.33 | |
| PINBackbone=ResNet-101, Source Domain=GTA2022.08 | 39.71 | |
| FSDRBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 39.6 | |
| DRPCBackbone=ResNet-101, Source Domain=GTA2022.08 | 38.05 | |
| PINBackbone=ResNet-50, Source Domain=GTA2022.08 | 37.4 | |
| SAN-SAWBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 37.26 | |
| XDEDBackbone=ResNet-50, Source Domain=GTA2022.08 | 37.1 | |
| SAN-SAWBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 34.52 | |
| DRPCBackbone=ResNet-50, Source Domain=GTA2022.08 | 34.12 | |
| DRPCBackbone=ResNet-101, Source Domain=SYNTHIA2022.08 | 34.12 | |
| DRPCBackbone=ResNet-50, Source Domain=SYNTHIA2022.08 | 32.74 |