Multilingual Document Parsing on XFUND
85.15DE Parsing ScoreDocHumming
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DocHummingSize=1B2026.03 | 85.15 | 80.06 | 87.99 | 84.39 | 83.67 | 77.48 | |
| Mathpix2026.03 | 83.9 | 79 | 83.95 | 81.23 | 76.8 | 73.29 | |
| GOT-OCR2026.03 | 83.45 | 47.84 | 50.81 | 64.6 | 69.12 | 39.09 | |
| MinerU2.5Size=1.2B2026.03 | 83.27 | 76.57 | 82.37 | 78.59 | 76.3 | 70.95 | |
| Gemini2.5-Pro2026.03 | 82.43 | 79.22 | 86.32 | 81.41 | 80.5 | 76.69 | |
| PaddleOCR-VLSize=0.9B2026.03 | 80.98 | 75.93 | 85.82 | 80.48 | 77.68 | 72.46 | |
| GPT-4o2026.03 | 78.94 | 76.83 | 83.83 | 80.37 | 77.25 | 76.08 | |
| MistralOCR2026.03 | 78.06 | 63.21 | 63.61 | 60.09 | 58.89 | 59.83 | |
| Qwen3-VL-235BSize=235B2026.03 | 74.45 | 78.36 | 85.3 | 76.36 | 76.73 | 69.73 | |
| Dots.ocrSize=3B2026.03 | 53.94 | 70.15 | 70.73 | 66.87 | 60.75 | 59.91 |