Object Detection on Cityscapes to BDD100k daytime
40.2AP (Person)SFA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SFADetector=DefDETR2021.07 | 40.2 | 27.6 | 57.5 | 19.1 | 23.4 | 15.4 | 19.2 | 28.9 | |
| EPMDetector=FCOS2021.07 | 39.6 | 26.8 | 55.8 | 18.8 | 19.1 | 14.5 | 20.1 | 27.8 | |
| Deformable DETRDetector=DefDETR, Source=true2021.07 | 38.9 | 26.7 | 55.2 | 15.7 | 19.7 | 10.8 | 16.2 | 26.2 | |
| FCOSDetector=FCOS, Source=true2021.07 | 38.6 | 24.8 | 54.5 | 17.2 | 16.3 | 15 | 18.3 | 26.4 | |
| CR-SWDetector=FRCNN2021.07 | 32.8 | 29.3 | 45.8 | 22.7 | 20.6 | 14.9 | 25.5 | 27.4 | |
| CR-DADetector=FRCNN2021.07 | 30.8 | 29 | 44.8 | 20.5 | 19.8 | 14.1 | 22.8 | 26 | |
| SWDADetector=FRCNN2021.07 | 29.5 | 29.9 | 44.8 | 20.2 | 20.7 | 15.2 | 23.1 | 26.2 | |
| SCDADetector=FRCNN2021.07 | 29.3 | 29.2 | 44.4 | 20.3 | 19.6 | 14.8 | 23.2 | 25.8 | |
| DAFDetector=FRCNN2021.07 | 28.9 | 27.4 | 44.2 | 19.1 | 18 | 14.2 | 22.4 | 24.9 | |
| Faster R-CNNDetector=FRCNN, Source=true2021.07 | 28.8 | 25.4 | 44.1 | 17.9 | 16.1 | 13.9 | 22.4 | 24.1 |