Object Detection on Traffic Sign Recognition Video-based Evaluation
73.12mAP@50Edge-TSR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Edge-TSRInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=27.01, Evaluation Mode=Video-based2026.06 | 73.12 | 45.79 | |
| YOLO-TSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=25.38, Evaluation Mode=Video-based2026.06 | 70.48 | 48.32 | |
| LENS-NetInference Hardware=CPU, FPS (end-to-end)=0.44†, Evaluation Mode=Video-based2026.06 | 65.73 | 47.4 | |
| YOLO-LLTSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=16.13, Evaluation Mode=Video-based2026.06 | 60.5 | 41.1 |