Object Detection on SODA10M (test)
84.8AP@50 (Car)Fully Supervised
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fully SupervisedArchitecture=YOLOv3, Training Split=KITTI train split, Supervision Protocol=Fully Supervised (FS)2021.12 | 84.8 | 46.1 | 61.2 | |
| Dynamic Unsupervised AdaptationArchitecture=YOLOv3, Training Split=KITTI train split, Supervision Protocol=Dynamic Unsupervised Adaptation (DUA)2021.12 | 49.4 | 17.2 | 23.1 | |
| Source-onlyArchitecture=YOLOv3, Training Split=KITTI train split, Supervision Protocol=Source-only (SO)2021.12 | 43.6 | 13.9 | 18.9 |