Semantic Segmentation on Synscapes to Cityscapes (val)
61.3mIoUProDA+CRA
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ProDA+CRABackbone=ResNet-1012021.09 | 61.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| SPCLBackbone=ResNet-1012021.11 | 57.1 | 92.7 | 49.4 | 86.7 | 37.2 | 38.9 | 40 | 48.5 | 45.8 | 87.4 | 41.8 | 88.2 | 69 | 45.3 | 86.6 | 33.7 | 51.2 | 38.1 | 43.6 | 61 | 44.1 | |
| IAST+CRABackbone=ResNet-1012021.09 | 56.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| FADA+CRABackbone=ResNet-1012021.09 | 55.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| AdaptSegNetBackbone=ResNet-1012021.11 | 54.2 | 94 | 60 | 84.9 | 29.5 | 26.2 | 38.5 | 41.6 | 43.7 | 85.3 | 31.7 | 88.2 | 66.3 | 44.7 | 85.7 | 30.7 | 53 | 29.5 | 36.5 | 60.2 | 38.8 | |
| FADABackbone=ResNet-1012021.09 | 53.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| IntraDABackbone=ResNet-1012021.11 | 52.7 | 94.2 | 60.9 | 85.1 | 29.1 | 25.2 | 38.6 | 43.9 | 40.8 | 85.2 | 29.7 | 88.2 | 64.4 | 40.6 | 85.8 | 31.5 | 43 | 28.3 | 30.5 | 56.7 | 36.3 | |
| AdaptSegNetBackbone=ResNet-1012021.09 | 52.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Source OnlyBackbone=ResNet-1012021.09 | 52.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Source OnlyBackbone=ResNet-1012021.11 | 45.3 | 81.8 | 40.6 | 76.1 | 23.3 | 16.8 | 36.9 | 36.8 | 40.1 | 83 | 34.8 | 84.9 | 59.9 | 37.7 | 78.4 | 20.4 | 20.5 | 7.8 | 27.3 | 52.5 | 28.9 |