Image Classification on Traffic Sign Recognition (Video-based Evaluation)
75.23APEdge-TSR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Edge-TSRInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=27.01, Evaluation Mode=Video-based2026.06 | 75.23 | 72.1 | 75.33 | |
| LENS-NetInference Hardware=CPU, FPS (end-to-end)=0.44†, Evaluation Mode=Video-based2026.06 | 64.61 | 58.84 | 68.59 | |
| YOLO-TSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=25.38, Evaluation Mode=Video-based2026.06 | 58.58 | 66.92 | 72.9 | |
| YOLO-LLTSInference Hardware=Jetson Orin Nano GPU, FPS (end-to-end)=16.13, Evaluation Mode=Video-based2026.06 | 58.55 | 46.49 | 63.03 |