Semantic Segmentation on GTA to UAVID
80.5Road IoUSupervised
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SupervisedBackbone=Mask2Former2024.06 | 80.5 | 93.3 | 82.7 | 79.2 | 71.3 | 49.9 | 76.1 | |
| EAGLE + View ConditionBackbone=Mask2Former2024.06 | 29.2 | 67.1 | 45.2 | 56.6 | 48.5 | 27.9 | 45.7 | |
| EAGLEBackbone=Mask2Former2024.06 | 27.3 | 66.8 | 42.3 | 55.5 | 47.1 | 25.1 | 44 | |
| FreeSeg + Cross-ViewBackbone=FPN2024.06 | 25.7 | 66.8 | 43.1 | 57.2 | 47.5 | 26.2 | 44.4 | |
| DenseCLIP + AdventBackbone=ResNet2024.06 | 25.5 | 39.4 | 20.6 | 41.4 | 38.7 | 14.9 | 30.1 | |
| FreeSeg + SACBackbone=FPN2024.06 | 22.1 | 62.5 | 38.1 | 45.7 | 45.6 | 17.4 | 38.6 | |
| DenseCLIP + Cross-ViewBackbone=ViT2024.06 | 20.6 | 60.8 | 35.8 | 45 | 44.6 | 16.8 | 37.3 | |
| FreeSeg + AdventBackbone=FPN2024.06 | 20.3 | 60.6 | 35.6 | 42.3 | 44.7 | 16.6 | 36.7 | |
| DenseCLIP + Cross-ViewBackbone=ResNet2024.06 | 19.6 | 58.7 | 33.9 | 41.5 | 43.9 | 16.2 | 35.6 | |
| FreeSegBackbone=FPN2024.06 | 18 | 28.7 | 9.8 | 33.9 | 24 | 6.3 | 20.1 | |
| DenseCLIP + SACBackbone=ViT2024.06 | 17.9 | 53.9 | 32.5 | 37.8 | 42.7 | 15.5 | 33.4 | |
| DenseCLIPBackbone=ViT2024.06 | 17.7 | 28.3 | 8.9 | 33.1 | 23.5 | 6.3 | 19.6 | |
| DenseCLIP + SACBackbone=ResNet2024.06 | 17.2 | 52.3 | 30.8 | 35.7 | 41.9 | 15.3 | 32.2 | |
| DenseCLIP + AdvEntBackbone=ViT2024.06 | 16.5 | 51.3 | 29.8 | 33.9 | 41 | 15.2 | 31.3 | |
| DenseCLIPBackbone=ResNet2024.06 | 16.1 | 26 | 6.4 | 28.3 | 20.8 | 5.9 | 17.3 |