Semantic Segmentation on SYNTHIA (Fall to Winter)
93.8Sky IoUOracle
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Oracletraining=Train on target2017.11 | 93.8 | 92.2 | 94.7 | 90.7 | 90.2 | 64.4 | 38.1 | 88.5 | 55.4 | 51 | 52 | 68.9 | 37.3 | 70.5 | 89.9 | 94.5 | |
| CyCADA pixel-onlyadaptation_level=pixel-only, adaptation_type=Unsupervised2017.11 | 92.5 | 90.1 | 91.9 | 79.9 | 85.7 | 47.1 | 36.9 | 82.6 | 45 | 49.1 | 46.2 | 54.6 | 21.5 | 63.3 | 85.7 | 92.1 | |
| FCNs in the wildadaptation=Unsupervised2017.11 | 92.1 | 86.7 | 91.3 | 20.8 | 72.7 | 52.9 | 46.5 | 64.3 | 50 | 59.5 | 54.6 | 57.5 | 26.1 | 59.6 | — | — | |
| Source onlyadaptation=None2017.11 | 91.7 | 80.6 | 79.7 | 12.1 | 71.8 | 44.2 | 26.1 | 42.8 | 49 | 38.7 | 45.1 | 41.3 | 24.5 | 49.8 | 71.7 | 82.3 |