License Plate Recognition on Mixed License Plate Dataset (test)
0.9903Average RateTransLPRNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TransLPRNetFPS=46, Params=5.942025.07 | 0.9903 | 0.9989 | 0.9999 | 0.9937 | 0.9949 | 0.9991 | 0.9987 | 0.9936 | 0.9435 | |
| TrOCR+pre-trained weightsFPS=12, Params=34.6, pre-trained weights=true2025.07 | 0.9891 | 0.9969 | 0.9958 | 0.9939 | 0.9951 | 0.9975 | 0.9967 | 0.9932 | 0.9437 | |
| PaddleOCRv3FPS=58, Params=8.62025.07 | 0.982 | 0.9965 | 0.9843 | 0.9882 | 0.9891 | 0.9878 | 0.9901 | 0.9907 | 0.9293 | |
| Lpr-transformerFPS=53, Params=1.342025.07 | 0.9762 | 0.9953 | 0.9951 | 0.9821 | 0.9876 | 0.9957 | 0.9937 | 0.9734 | 0.8864 | |
| EulprFPS=63, Params=1.012025.07 | 0.9723 | 0.9948 | 0.9632 | 0.9875 | 0.9869 | 0.9907 | 0.9909 | 0.9774 | 0.8868 | |
| LPRNetFPS=118, Params=0.652025.07 | 0.9681 | 0.9944 | — | 0.9824 | 0.9858 | 0.9871 | 0.9874 | 0.9698 | 0.8697 | |
| TrOCRFPS=12, Params=34.62025.07 | 0.9495 | 0.9851 | 0.9823 | 0.9532 | 0.9725 | 0.9467 | 0.9494 | 0.9439 | 0.8632 |