Semantic Segmentation on SYNTHIA-Seq to Cityscapes-Seq (val)
96.4Road IoUOracle
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OracleDesign=N/A, DA=N/A2023.03 | 96.4 | 78.1 | 89.1 | 43.6 | 42.3 | 64.9 | 90.3 | 84.4 | 66.8 | 50.7 | 92.7 | 72.7 | |
| TPSDesign=Video, DA=UDA2023.03 | 91.2 | 53.7 | 74.9 | 24.6 | 17.9 | 39.3 | 68.1 | 59.7 | 57.2 | 20.3 | 84.5 | 53.8 | |
| PixMatchDesign=Image, DA=UDA2023.03 | 90.2 | 49.9 | 75.1 | 23.1 | 17.4 | 34.2 | 67.1 | 49.9 | 55.8 | 14 | 84.3 | 51 | |
| DA-VSNDesign=Video, DA=UDA2023.03 | 89.4 | 31 | 77.4 | 26.1 | 9.1 | 20.4 | 75.4 | 74.6 | 42.9 | 16.1 | 82.4 | 49.5 | |
| STPLDesign=Video, DA=SFDA2023.03 | 87.6 | 42.5 | 74.6 | 27.7 | 18.5 | 35.9 | 69 | 55.5 | 54.5 | 17.5 | 85.9 | 51.8 | |
| VAT-VST*Design=Video, DA=SFDA2023.03 | 84.8 | 28.6 | 72.4 | 25.6 | 17.1 | 32.9 | 64.5 | 56.9 | 50.7 | 21.9 | 83.4 | 49 | |
| RDADesign=Image, DA=UDA2023.03 | 84.7 | 26.4 | 73.9 | 23.8 | 7.1 | 18.6 | 66.7 | 68 | 48.6 | 9.3 | 68.8 | 45.1 | |
| FDADesign=Image, DA=UDA2023.03 | 84.1 | 32.8 | 67.6 | 28.1 | 5.5 | 20.3 | 61.1 | 64.8 | 43.1 | 19 | 70.6 | 45.2 | |
| URDesign=Image, DA=SFDA2023.03 | 83.5 | 8 | 68.1 | 16.5 | 9.9 | 17.7 | 62.4 | 65.1 | 31.9 | 15.3 | 82.3 | 41.9 | |
| VAT-VSTDesign=Video, DA=UDA2023.03 | 82.8 | 26.5 | 78.3 | 23.7 | 12.8 | 20 | 78.4 | 64.5 | 45.5 | 16 | 69.6 | 47.1 | |
| DA-VSN*Design=Video, DA=SFDA2023.03 | 81 | 37.9 | 68.4 | 23.7 | 14 | 27.5 | 69.8 | 71.3 | 46.4 | 18.7 | 80.2 | 49 | |
| HCLDesign=Image, DA=SFDA2023.03 | 79 | 44.7 | 78.9 | 25.4 | 12.9 | 36.6 | 75.2 | 63 | 49 | 19.5 | 50.1 | 48.6 | |
| TPS*Design=Video, DA=SFDA2023.03 | 62.6 | 0 | 69.2 | 0.2 | 0.8 | 14.4 | 56.6 | 10.4 | 4.2 | 0.2 | 24.5 | 22.1 | |
| Source-onlyDesign=N/A, DA=N/A2023.03 | 56.3 | 26.6 | 75.6 | 25.5 | 5.7 | 15.6 | 71 | 58.5 | 41.7 | 17.1 | 27.9 | 38.3 |