Document Parsing on OmniDocBench EN v1.0
0.105Overall Edit DistancePaddleOCR-VL
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PaddleOCR-VLSize (B)=0.92026.01 | 0.105 | 0.041 | 0.241 | — | 88 | 0.093 | 0.045 | |
| MinerU2.5Size (B)=1.22026.01 | 0.111 | 0.05 | 0.258 | — | 88.3 | 0.089 | 0.045 | |
| DeepSeek-OCR (Gundam-M)Size (B)=32026.01 | 0.123 | 0.049 | 0.242 | — | — | 0.147 | 0.056 | |
| dots.ocrSize (B)=32026.01 | 0.125 | 0.032 | 0.329 | — | 88.6 | 0.099 | 0.04 | |
| MonkeyOCR-pro-3BSize (B)=32026.01 | 0.138 | 0.067 | 0.246 | — | 81.5 | 0.139 | 0.1 | |
| MonkeyOCR-pro-1.2BSize (B)=1.22026.01 | 0.146 | 0.068 | 0.272 | 76.663 | 81.342 | 0.149 | 0.093 | |
| LightOnOCR-2-1BSize (B)=12026.01 | 0.146 | 0.082 | 0.339 | — | 85.7 | 0.112 | 0.05 | |
| LightOnOCR-2-1B-baseSize (B)=12026.01 | 0.15 | 0.059 | 0.34 | — | 82.9 | 0.14 | 0.06 | |
| LightOnOCR-2-1B-ocr-soupSize (B)=12026.01 | 0.15 | 0.071 | 0.338 | — | 84.3 | 0.126 | 0.066 | |
| LightOnOCR-2-1B-bboxSize (B)=12026.01 | 0.152 | 0.08 | 0.316 | — | 82.1 | 0.144 | 0.068 | |
| LightOnOCR-2-1B-bbox-baseSize (B)=12026.01 | 0.153 | 0.062 | 0.341 | — | 82 | 0.146 | 0.064 | |
| Gemini2.0-flash2026.01 | 0.191 | 0.091 | 0.389 | 77.6 | 79.7 | 0.193 | 0.092 | |
| LightOnOCR-1B-1025Size (B)=12026.01 | 0.234 | 0.09 | 0.486 | — | 70.1 | 0.262 | 0.098 | |
| Qwen2-VL-72BSize (B)=722026.01 | 0.252 | 0.096 | 0.404 | 82.2 | 76.8 | 0.387 | 0.119 | |
| LightOnOCR-1B-1025-GRPOSize (B)=12026.01 | 0.254 | 0.267 | 0.384 | — | 65.3 | 0.305 | 0.061 |