Object Detection on Cityscapes to Foggy Cityscapes beta=0.02 (target)
40.8AP (person)SAPNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SAPNetlambda=12020.03 | 40.8 | 46.7 | 59.8 | 24.3 | 46.8 | 37.5 | 30.4 | 40.7 | 40.9 | |
| SCDA2020.03 | 33.5 | 38 | 48.5 | 26.5 | 39 | 23.3 | 28 | 33.6 | 33.8 | |
| SCL2020.03 | 31.6 | 44 | 44.8 | 30.4 | 41.8 | 40.7 | 33.6 | 36.2 | 37.9 | |
| Diversify&match2020.03 | 30.8 | 40.5 | 44.3 | 27.2 | 38.4 | 34.5 | 28.4 | 32.2 | 34.6 | |
| Strong-Weak2020.03 | 29.9 | 42.3 | 43.5 | 24.5 | 36.2 | 32.6 | 30 | 35.3 | 34.3 | |
| MAF2020.03 | 28.2 | 39.5 | 43.9 | 23.8 | 39.9 | 33.3 | 29.2 | 33.9 | 34 | |
| DA-Faster2020.03 | 25 | 31 | 40.5 | 22.1 | 35.3 | 20.2 | 20 | 27.1 | 27.6 | |
| Faster R-CNN (w/o)adaptation=none2020.03 | 24.1 | 33.1 | 34.3 | 4.1 | 22.3 | 3 | 15.3 | 26.5 | 20.3 |