Object Detection on BDD100k Daytime (test)
46.9AP (person)SIGMA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SIGMADetector=FRCNN, Backbone=VGG2024.03 | 46.9 | 29.6 | 64.1 | 20.2 | 23.6 | 17.9 | 26.3 | 32.7 | |
| CATDetector=FRCNN, Backbone=VGG2024.03 | 44.6 | 41.5 | 61.2 | 31.4 | 34.6 | 24.4 | 31.7 | 38.5 | |
| PTDetector=FRCNN, Backbone=VGG2024.03 | 40.5 | 39.9 | 52.7 | 25.8 | 33.8 | 23 | 28.8 | 34.9 | |
| TDDDetector=FRCNN, Backbone=VGG2024.03 | 39.6 | 38.9 | 53.9 | 24.1 | 25.5 | 24.5 | 28.8 | 33.6 | |
| Faster RCNNDetector=FRCNN, Backbone=VGG2024.03 | 28.8 | 25.4 | 44.1 | 17.9 | 16.1 | 13.9 | 22.4 | 24.1 |