Object Detection on BDD100K MOT dataset (test)
23.1APFaster R-CNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Faster R-CNNScale=1x, Model=COCO2023.03 | 23.1 | 6.5 | 21.7 | 46.1 | |
| Faster R-CNNScale=1x, Model=AVHD2023.03 | 22.6 | 5.7 | 20.1 | 45.7 | |
| Two-Plane Prior (Psuedo.)Scale=0.5x, Model=COCO2023.03 | 20.9 | 5.8 | 19.4 | 44.2 | |
| Faster R-CNNScale=0.75x, Model=COCO2023.03 | 20.3 | 3.7 | 18.2 | 45.3 | |
| Faster R-CNNScale=0.75x, Model=AVHD2023.03 | 19.7 | 3 | 16.1 | 44.2 | |
| Fovea (S1)Scale=0.5x, Model=AVHD2023.03 | 16.4 | 2.1 | 12.8 | 38.6 | |
| Two-Plane Prior (Psuedo.)Scale=0.5x, Model=AVHD2023.03 | 16.2 | 4.7 | 15.9 | 33.3 | |
| Faster R-CNNScale=0.5x, Model=COCO2023.03 | 15.3 | 1.1 | 12.5 | 40.5 | |
| Faster R-CNNScale=0.5x, Model=AVHD2023.03 | 15.1 | 1 | 10.6 | 39 | |
| Fovea (SD)Scale=0.5x, Model=AVHD2023.03 | 13.7 | 1.3 | 10 | 34.7 |