Throughput Evaluation on OmniDocBench v1.5
944.4Total Time (s)PaddleOCR-VL-1.5
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PaddleOCR-VL-1.5Backend=FastDeploy (v2.3)2026.01 | 944.4 | 1.4335 | 2,016.6 | |
| PaddleOCR-VLBackend=FastDeploy (v2.3)2026.01 | 1,104.5 | 1.2261 | 1,700.5 | |
| PaddleOCR-VL-1.5Backend=vLLM (v0.10.2)2026.01 | 1,184.3 | 1.1433 | 1,605.6 | |
| PaddleOCR-VLBackend=vLLM (v0.10.2)2026.01 | 1,325.5 | 1.0216 | 1,419.9 | |
| PaddleOCR-VL-1.5Backend=SGLang (v0.5.2)2026.01 | 1,342 | 1.0091 | 1,418.9 | |
| MinerU2.5 (mineru=2.5.2)Backend=vLLM (v0.10.2)2026.01 | 1,356.5 | 0.9984 | 1,415.1 | |
| DeepSeek-OCRBackend=vLLM (v0.8.5)2026.01 | 2,130.5 | 0.6358 | 897.4 | |
| MonkeyOCR-pro-1.2BBackend=vLLM (v0.10.2)2026.01 | 2,152.7 | 0.6292 | 949.8 | |
| dots.ocrBackend=vLLM (v0.14.0)2026.01 | 3,236.2 | 0.2791 | 374.3 |