Object Detection on Foggy Cityscapes 0.02 1.0
46.9AP (person)SIGMA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SIGMAType=GR2023.05 | 46.9 | 48.4 | 63.7 | 27.1 | 50.7 | 35.9 | 34.7 | 41.4 | 43.5 | |
| AT + CMTType=MT + AFL2023.05 | 45.9 | 55.7 | 63.7 | 39.6 | 66 | 38.8 | 41.4 | 51.2 | 50.3 | |
| ATType=MT + AFL2023.05 | 45.3 | 55.7 | 63.6 | 36.8 | 64.9 | 34.9 | 42.1 | 51.3 | 49.3 | |
| PT + CMTType=MT2023.05 | 42.3 | 51.7 | 64 | 26 | 42.7 | 37.1 | 42.5 | 44 | 43.8 | |
| PTType=MT2023.05 | 40.2 | 48.8 | 59.7 | 30.7 | 51.8 | 30.6 | 35.4 | 44.5 | 42.7 | |
| OracleType=-2023.05 | 39.5 | 47.3 | 59.1 | 33.1 | 47.3 | 42.9 | 38.1 | 40.8 | 43.5 | |
| MEGA-CDAType=AFL2023.05 | 37.7 | 49 | 52.4 | 25.4 | 49.2 | 46.9 | 34.5 | 39 | 41.8 | |
| TIAType=AFL2023.05 | 34.8 | 46.3 | 49.7 | 31.1 | 52.1 | 48.6 | 37.7 | 38.1 | 42.3 | |
| HTCNType=AFL + IT2023.05 | 33.2 | 47.5 | 47.9 | 31.6 | 47.4 | 40.9 | 32.3 | 37.1 | 39.8 | |
| UMTType=MT + IT2023.05 | 33 | 46.7 | 48.6 | 34.1 | 56.5 | 46.8 | 30.4 | 37.3 | 41.7 | |
| DMType=DR2023.05 | 30.8 | 40.5 | 40.5 | 27.2 | 38.4 | 34.5 | 28.4 | 32.3 | 34.6 | |
| MTORType=MT + GR2023.05 | 30.6 | 41.4 | 44 | 21.9 | 43.4 | 40.2 | 31.7 | 33.2 | 35.1 | |
| SourceType=-2023.05 | 22.4 | 26.6 | 28.5 | 9 | 16 | 4.3 | 15.2 | 25.3 | 18.4 |