License Plate Recognition on Mixed CCPD Coarse Localization (test)
98.82Recognition Rate (Avg)TrOCR+pre-trained weights
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| TrOCR+pre-trained weightsFPS=12, Params=34.6, Pre-trained=true, Inference batch size=1, Localization conditions=coarse2025.07 | 98.82 | 99.64 | 99.43 | 99.24 | 99.32 | 99.37 | 99.45 | 99.43 | 94.68 | |
| TransLPRNetFPS=46, Params=5.94, Pre-trained=false, Inference batch size=1, Localization conditions=coarse2025.07 | 98.75 | 99.84 | 99.97 | 99.28 | 99.42 | 99.54 | 99.7 | 99.12 | 93.14 | |
| PaddleOCRv3FPS=58, Params=8.6, Inference batch size=1, Localization conditions=coarse2025.07 | 97.99 | 99.65 | 99.43 | 98.71 | 99.24 | 98.82 | 98.83 | 98.16 | 91.06 | |
| Lpr-transformerFPS=53, Params=1.34, Inference batch size=1, Localization conditions=coarse2025.07 | 96.64 | 99.3 | 99.34 | 97.86 | 98.4 | 97.17 | 98.08 | 96.93 | 86.02 | |
| EulprFPS=63, Params=1.01, Inference batch size=1, Localization conditions=coarse2025.07 | 94.73 | 99.29 | 93.52 | 97.35 | 94.67 | 95.96 | 97.23 | 96.55 | 83.24 | |
| LPRNetFPS=118, Params=0.65, Inference batch size=1, Localization conditions=coarse2025.07 | 93.15 | 95.85 | — | 97.1 | 97.28 | 90.65 | 94.43 | 96.28 | 80.48 | |
| TrOCRFPS=12, Params=34.6, Pre-trained=false, Inference batch size=1, Localization conditions=coarse2025.07 | 92.11 | 97.25 | 95.63 | 93.18 | 95.18 | 93.09 | 93.09 | 93.87 | 75.58 |