Multilingual Document Parsing on MORE
91.9Overall AccuracyHunyuanOCR-1.5
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HunyuanOCR-1.5Model Type=Expert OCR Models, Size=1.0B2026.07 | 91.9 | 91.31 | 91.1 | 80.77 | 99.1 | 92.66 | 96.48 | |
| Gemini 3Model Type=General Purpose VLMs2026.07 | 91.61 | 95.39 | 90.27 | 81.02 | 93.05 | 94.31 | 95.63 | |
| PaddleOCR-VL-1.6Model Type=Expert OCR Models, Size=0.9B2026.07 | 89.88 | 90.28 | 89.16 | 76.46 | 97.47 | 92.86 | 93.05 | |
| PaddleOCR-VLModel Type=Expert OCR Models, Size=0.9B2026.07 | 87.96 | 90.99 | 91.11 | 61.11 | 96.29 | 93.04 | 95.19 | |
| GLM-OCRModel Type=Expert OCR Models2026.07 | 85.75 | 87.31 | 89.29 | 82.48 | 95.83 | 67.12 | 92.48 | |
| Unlimited-OCRModel Type=Expert OCR Models2026.07 | 84.9 | 86.75 | 92.22 | 50.89 | 97.45 | 85.95 | 96.17 | |
| dots.ocrModel Type=Expert OCR Models, Size=3B2026.07 | 84.31 | 94.45 | 90.77 | 39.81 | 95.38 | 88.26 | 97.18 | |
| Qwen2.5-VLModel Type=General Purpose VLMs, Size=3B2026.07 | 83.93 | 89.36 | 84.48 | 68.27 | 86.69 | 92.54 | 82.23 | |
| Qwen3-VLModel Type=General Purpose VLMs, Size=2B2026.07 | 83.56 | 92.02 | 65.45 | 65.21 | 92.38 | 93.76 | 92.53 | |
| DeepSeek-OCRModel Type=Expert OCR Models, Size=3B-A570M2026.07 | 82.91 | 85.27 | 75.67 | 61.63 | 92.26 | 88.26 | 94.36 | |
| MinerU 2.5Model Type=Expert OCR Models, Size=1.2B2026.07 | 48.85 | 27.12 | 73.29 | 33.83 | 72.41 | 21.61 | 64.81 |