End-to-end OCR on 200 images (general scene and document images) (test)
0.13Latency (s/image)PP-OCRv6_tiny
Evaluation Results
| Method | Links | |
|---|---|---|
| PP-OCRv6_tinyHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.13 | |
| PP-OCRv4_mobileHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.14 | |
| PP-OCRv6_tinyHardware=NVIDIA A100, Backend=TensorRT2026.06 | 0.16 | |
| PP-OCRv4_mobileHardware=NVIDIA A100, Backend=TensorRT2026.06 | 0.16 | |
| PP-OCRv6_tinyHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 0.2 | |
| PP-OCRv6_tinyHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.21 | |
| PP-OCRv6_tinyHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 0.22 | |
| PP-OCRv6_tinyHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.23 | |
| PP-OCRv6_smallHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.25 | |
| PP-OCRv5_mobileHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.25 | |
| PP-OCRv4_mobileHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.25 | |
| PP-OCRv4_mobileHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.27 | |
| PP-OCRv4_mobileHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.27 | |
| PP-OCRv6_mediumHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.29 | |
| PP-OCRv6_tinyHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.29 | |
| PP-OCRv5_serverHardware=NVIDIA A100, Backend=PaddlePaddle2026.06 | 0.32 | |
| PP-OCRv6_smallHardware=NVIDIA A100, Backend=TensorRT2026.06 | 0.32 | |
| PP-OCRv6_tinyHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 0.32 | |
| PP-OCRv5_mobileHardware=NVIDIA A100, Backend=TensorRT2026.06 | 0.33 | |
| PP-OCRv6_tinyHardware=Apple M4, Backend=ONNX Runtime2026.06 | 0.35 | |
| PP-OCRv5_mobileHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.46 | |
| PP-OCRv6_smallHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.49 | |
| PP-OCRv4_mobileHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 0.49 | |
| PP-OCRv5_mobileHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.5 | |
| PP-OCRv6_smallHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.53 | |
| PP-OCRv5_mobileHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.59 | |
| PP-OCRv6_smallHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 0.59 | |
| PP-OCRv6_smallHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.6 | |
| PP-OCRv4_mobileHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 0.6 | |
| PP-OCRv6_smallHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 0.61 | |
| PP-OCRv5_mobileHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 0.61 | |
| PP-OCRv4_mobileHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 0.62 | |
| PP-OCRv5_serverHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.66 | |
| PP-OCRv6_mediumHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.67 | |
| PP-OCRv6_mediumHardware=NVIDIA V100, Backend=PaddlePaddle2026.06 | 0.72 | |
| PP-OCRv5_serverHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.73 | |
| PP-OCRv5_serverHardware=NVIDIA V100, Backend=ONNX Runtime2026.06 | 0.77 | |
| PP-OCRv6_mediumHardware=NVIDIA V100, Backend=TensorRT2026.06 | 0.77 | |
| PP-OCRv5_mobileHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 0.78 | |
| PP-OCRv6_smallHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 0.79 | |
| PP-OCRv5_mobileHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 0.8 | |
| PP-OCRv6_tinyHardware=Apple M4, Backend=PaddlePaddle2026.06 | 0.96 | |
| PP-OCRv4_mobileHardware=Apple M4, Backend=ONNX Runtime2026.06 | 1.02 | |
| PP-OCRv5_mobileHardware=Apple M4, Backend=ONNX Runtime2026.06 | 1.1 | |
| PP-OCRv6_smallHardware=Apple M4, Backend=ONNX Runtime2026.06 | 1.29 | |
| PP-OCRv6_mediumHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 1.4 | |
| PP-OCRv5_serverHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 2.04 | |
| PP-OCRv6_mediumHardware=Intel Xeon 8350C, Backend=PaddlePaddle2026.06 | 2.05 | |
| PP-OCRv6_smallHardware=Apple M4, Backend=PaddlePaddle2026.06 | 3.07 | |
| PP-OCRv6_mediumHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 3.31 | |
| PP-OCRv6_mediumHardware=Apple M4, Backend=ONNX Runtime2026.06 | 5.55 | |
| PP-OCRv4_mobileHardware=Apple M4, Backend=PaddlePaddle2026.06 | 5.65 | |
| PP-OCRv5_mobileHardware=Apple M4, Backend=PaddlePaddle2026.06 | 5.82 | |
| PP-OCRv5_serverHardware=Intel Xeon 8350C, Backend=ONNX Runtime2026.06 | 6.36 | |
| PP-OCRv5_serverHardware=Apple M4, Backend=ONNX Runtime2026.06 | 7.2 | |
| PP-OCRv5_serverHardware=Intel Xeon 8350C, Backend=OpenVINO2026.06 | 7.3 | |
| PP-OCRv6_mediumHardware=Apple M4, Backend=PaddlePaddle2026.06 | 8.82 | |
| PP-OCRv5_serverHardware=Apple M4, Backend=PaddlePaddle2026.06 | 10 |