Unsupervised Domain Adaptation (Semantic Segmentation) on SYNTHIA to Cityscapes (val)
93.3RoadCorDA
Evaluation results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CorDA2022.09 | 93.3 | 61.6 | 85.3 | 19.6 | 5.1 | 37.8 | 36.6 | 42.8 | 84.9 | — | 90.4 | 69.7 | 41.8 | 85.6 | — | 38.4 | — | 32.6 | 53.9 | 55 | |
| FST2022.09 | 88.3 | 46.1 | 88 | 41.7 | 7.3 | 50.1 | 53.6 | 52.5 | 87.4 | — | 91.5 | 73.9 | 48.1 | 85.3 | — | 58.6 | — | 55.9 | 63.4 | 61.9 | |
| ProDA2022.09 | 87.8 | 45.7 | 84.6 | 37.1 | 0.6 | 44 | 54.6 | 37 | 88.1 | — | 84.4 | 74.2 | 24.3 | 88.2 | — | 51.1 | — | 40.5 | 45.6 | 55.5 | |
| CPSL2022.09 | 87.2 | 43.9 | 85.5 | 33.6 | 0.3 | 47.7 | 57.4 | 37.2 | 87.8 | — | 88.5 | 79 | 32 | 90.6 | — | 49.4 | — | 50.8 | 59.8 | 57.9 | |
| DAFormer2022.09 | 84.5 | 40.7 | 88.4 | 41.5 | 6.5 | 50 | 55 | 54.6 | 86 | — | 89.8 | 73.2 | 48.2 | 87.2 | — | 53.2 | — | 53.9 | 61.7 | 60.9 | |
| SourceOnly2022.09 | 56.5 | 23.3 | 81.3 | 16 | 1.3 | 41 | 30 | 24.1 | 82.4 | — | 82.5 | 62.3 | 23.8 | 77.7 | — | 38.1 | — | 15 | 23.7 | 42.4 |