Domain Adaptive Object Detection on Foggy Cityscapes (val)
51.4AP (Person)REACT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| REACTType=FR+MT2025.03 | 51.4 | 57.9 | 67.4 | 37.7 | 58.4 | 52.8 | 44.6 | 54.6 | 53.1 | |
| REACTType=FR+MT2025.03 | 51.4 | 57.9 | 67.4 | 37.7 | 58.4 | 52.8 | 44.6 | 54.6 | 53.1 | |
| MICType=FR+MT2025.03 | 50.9 | 55.3 | 67 | 33.9 | 52.4 | 33.7 | 40.6 | 47.5 | 47.6 | |
| MICType=FR+MT2025.03 | 50.9 | 55.3 | 67 | 33.9 | 52.4 | 33.7 | 40.6 | 47.5 | 47.6 | |
| DTType=FR+MT2025.03 | 48.5 | 60 | 65.4 | 47.2 | 66.5 | 52.9 | 46.2 | 56.7 | 55.4 | |
| DTType=FR+MT2025.03 | 48.5 | 60 | 65.4 | 47.2 | 66.5 | 52.9 | 46.2 | 56.7 | 55.4 | |
| DICNType=FR2025.03 | 47.3 | 57.4 | 64 | 22.7 | 45.6 | 29.6 | 38.6 | 47.4 | 44.1 | |
| DICNType=FR2025.03 | 47.3 | 57.4 | 64 | 22.7 | 45.6 | 29.6 | 38.6 | 47.4 | 44.1 | |
| CMTType=FR+MT2025.03 | 47 | 55.7 | 64.5 | 39.4 | 63.2 | 51.9 | 40.3 | 53.1 | 51.9 | |
| CMTType=FR+MT2025.03 | 47 | 55.7 | 64.5 | 39.4 | 63.2 | 51.9 | 40.3 | 53.1 | 51.9 | |
| ATType=FR+MT2025.03 | 45.5 | 55.1 | 64.2 | 35 | 56.3 | 54.3 | 38.5 | 51.9 | 50.9 | |
| ATType=FR+MT2025.03 | 45.5 | 55.1 | 64.2 | 35 | 56.3 | 54.3 | 38.5 | 51.9 | 50.9 | |
| PTType=FR+MT2025.03 | 43.2 | 52.4 | 63.4 | 33.4 | 56.6 | 37.8 | 41.3 | 48.7 | 47.1 | |
| PTType=FR+MT2025.03 | 43.2 | 52.4 | 63.4 | 33.4 | 56.6 | 37.8 | 41.3 | 48.7 | 47.1 | |
| NLTEType=FR+GA2025.03 | 43.1 | 50.7 | 58.7 | 33.6 | 56.7 | 42.7 | 33.7 | 43.3 | 45.4 | |
| NLTEType=FR+GA2025.03 | 43.1 | 50.7 | 58.7 | 33.6 | 56.7 | 42.7 | 33.7 | 43.3 | 45.4 | |
| DA-FasterType=FR2025.03 | 29.2 | 40.4 | 43.4 | 19.7 | 38.3 | 28.5 | 23.7 | 32.7 | 32 | |
| DA-FasterType=FR2025.03 | 29.2 | 40.4 | 43.4 | 19.7 | 38.3 | 28.5 | 23.7 | 32.7 | 32 |