Semantic Segmentation on {BDD100K, Mapillary, GTAV, SYNTHIA} (Test Split, Cityscapes Source)
54.07mIoU (BDD100K)FAMix
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FAMixBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=false2023.11 | 54.07 | 58.72 | 45.12 | 32.67 | 47.65 | |
| DPCLBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=false2023.11 | 52.29 | — | 46 | 26.6 | — | |
| SiamDoGeBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=false2023.11 | 51.53 | 59 | 45.08 | 26.67 | 45.57 | |
| WildNetBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=true2023.11 | 50.94 | 58.79 | 47.01 | 27.95 | 46.17 | |
| RobustNetBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=false2023.11 | 50.73 | 58.64 | 45 | 26.2 | 45.14 | |
| Pin the memoryBackbone=ResNet-50, Training Source=Cityscapes, Extra-data=false2023.11 | 46.78 | 55.1 | — | — | — |