Traffic Object Detection on BDD100K
89.4RecallDLT-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DLT-NetSpeed(fps)=9.32021.08 | 89.4 | 68.4 | |
| DLT-Net2023.10 | 89.4 | 68.4 | |
| YOLOPSpeed(fps)=412021.08 | 89.2 | 76.5 | |
| YOLOP2023.10 | 88.6 | 76.5 | |
| A-YOLOMvariant=s2023.10 | 86.9 | 81.1 | |
| YOLOv5sSpeed(fps)=822021.08 | 86.8 | 77.2 | |
| YOLOv5s2023.10 | 86.8 | 77.2 | |
| A-YOLOMvariant=n2023.10 | 85.3 | 78 | |
| YOLOv8nmode=detection2023.10 | 82.2 | 75.1 | |
| MultiNetSpeed(fps)=8.62021.08 | 81.3 | 60.2 | |
| MultiNet2023.10 | 81.3 | 60.2 | |
| Faster R-CNNSpeed(fps)=8.82021.08 | 81.2 | 64.9 | |
| Faster R-CNN2023.10 | 81.2 | 64.9 |