Document Parsing on OmniDocBench ZH v1.0
0.126Overall EditPaddleOCR-VL
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PaddleOCR-VLSize (B)=0.92026.01 | 0.126 | 0.062 | 0.316 | — | 92.1 | 0.062 | 0.063 | |
| DeepSeek-OCR (Gundam-M)Size (B)=32026.01 | 0.157 | 0.087 | 0.377 | — | — | 0.08 | 0.085 | |
| dots.ocrSize (B)=32026.01 | 0.16 | 0.066 | 0.416 | — | 89 | 0.092 | 0.067 | |
| MinerU2.5Size (B)=1.22026.01 | 0.174 | 0.074 | 0.473 | — | 89.2 | 0.083 | 0.068 | |
| MonkeyOCR-pro-3BSize (B)=32026.01 | 0.206 | 0.107 | 0.421 | — | 87.5 | 0.111 | 0.185 | |
| MonkeyOCR-pro-1.2BSize (B)=1.22026.01 | 0.221 | 0.118 | 0.452 | 63.282 | 85.504 | 0.134 | 0.179 | |
| LightOnOCR-2-1B-ocr-soupSize (B)=12026.01 | 0.255 | 0.295 | 0.437 | — | 83.1 | 0.124 | 0.164 | |
| LightOnOCR-2-1BSize (B)=12026.01 | 0.263 | 0.317 | 0.438 | — | 82.7 | 0.132 | 0.167 | |
| Gemini2.0-flash2026.01 | 0.264 | 0.139 | 0.584 | 43.6 | 78.9 | 0.206 | 0.128 | |
| LightOnOCR-2-1B-bbox-baseSize (B)=12026.01 | 0.277 | 0.303 | 0.489 | — | 80.9 | 0.145 | 0.173 | |
| LightOnOCR-2-1B-baseSize (B)=12026.01 | 0.281 | 0.289 | 0.53 | — | 80.5 | 0.144 | 0.161 | |
| LightOnOCR-2-1B-bboxSize (B)=12026.01 | 0.305 | 0.343 | 0.523 | — | 78 | 0.171 | 0.181 | |
| Qwen2-VL-72BSize (B)=722026.01 | 0.327 | 0.218 | 0.487 | 61.2 | 76.4 | 0.408 | 0.193 | |
| LightOnOCR-1B-1025-GRPOSize (B)=12026.01 | 0.39 | 0.463 | 0.586 | — | 59.6 | 0.316 | 0.195 | |
| LightOnOCR-1B-1025Size (B)=12026.01 | 0.392 | 0.38 | 0.621 | — | 63.7 | 0.307 | 0.259 |