Object Detection on Traffic Sign Recognition Image-based Evaluation
92.56mAP@50LENS-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LENS-NetInference Hardware=CPU, FPS (end-to-end)=33.87, Evaluation Mode=Image-based2026.06 | 92.56 | 79.54 | |
| YOLO-TSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=63.36, Evaluation Mode=Image-based2026.06 | 90.82 | 77.27 | |
| YOLO-LLTSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=56.30, Evaluation Mode=Image-based2026.06 | 90 | 73.65 |