Document Parsing on OmniDocBench v1.6
94.74Overall ScoreHunyuanOCR-1.5
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HunyuanOCR-1.5Model Type=End2End Expert OCR Models, Size=1.0B2026.07 | 94.74 | 0.039 | 94.5 | 93.67 | 94.71 | 0.129 | |
| Unlimited-OCRSize=3B-A0.5B2026.06 | 93.92 | 4.2 | 95.79 | 90.16 | 93.32 | 12.9 | |
| Unlimited-OCRModel Type=End2End Expert OCR Models, Size=3B-A0.5B2026.07 | 93.92 | 0.042 | 95.79 | 90.16 | 93.32 | 0.129 | |
| Qianfan-OCRSize=4B2026.06 | 93.9 | 4 | 95.08 | 90.53 | 93.31 | 13 | |
| Qianfan-OCRModel Type=End2End Expert OCR Models, Size=4B2026.07 | 93.9 | 0.04 | 95.08 | 90.53 | 93.31 | 0.13 | |
| Ovis2.6-30B-A3BModel Type=General Purpose VLMs, Size=30B-A3B2026.07 | 93.7 | 0.035 | 95.17 | 89.44 | 92.4 | 0.135 | |
| Logics-Parsing-v2Size=4B2026.06 | 93.33 | 4.1 | 95.65 | 88.42 | 91.98 | 13.7 | |
| Logics-Parsing-v2Model Type=End2End Expert OCR Models, Size=4B2026.07 | 93.33 | 0.041 | 95.65 | 88.42 | 91.98 | 0.137 | |
| ABot-OCRModel Type=End2End Expert OCR Models, Size=2B2026.07 | 93.3 | 0.037 | 94.86 | 88.69 | 91.87 | 0.137 | |
| FireRed-OCRSize=2B2026.06 | 93.26 | 3.7 | 95.44 | 88.04 | 91.06 | 13.1 | |
| FireRed-OCRModel Type=End2End Expert OCR Models, Size=2B2026.07 | 93.26 | 0.037 | 95.44 | 88.04 | 91.06 | 0.131 | |
| Gemini 3 ProModel Type=General Purpose VLMs, Size=-2026.07 | 92.91 | 0.064 | 95.99 | 89.15 | 92.96 | 0.165 | |
| Gemini 3 FlashModel Type=General Purpose VLMs, Size=-2026.07 | 92.62 | 0.066 | 95.16 | 89.29 | 93.51 | 0.172 | |
| HunyuanOCRModel Type=End2End Expert OCR Models, Size=1B2026.07 | 92.03 | 0.048 | 88.6 | 92.37 | 93.99 | 0.138 | |
| dots.ocrSize=3B2026.06 | 90.77 | 4.8 | 89.95 | 87.18 | 90.58 | 13.8 | |
| dots.ocrModel Type=End2End Expert OCR Models, Size=3B2026.07 | 90.77 | 0.048 | 89.95 | 87.18 | 90.58 | 0.138 | |
| DeepSeek-OCR 2Size=3B-A0.5B2026.06 | 90.25 | 5 | 91.84 | 83.89 | 87.75 | 14.4 | |
| DeepSeek-OCR 2Model Type=End2End Expert OCR Models, Size=3B2026.07 | 90.25 | 0.05 | 91.84 | 83.89 | 87.75 | 0.144 | |
| HunyuanOCRSize=1B2026.06 | 89.95 | 8.8 | 87.68 | 91.01 | 92.23 | 17.1 | |
| Qwen3-VL-235BModel Type=General Purpose VLMs, Size=235B-A22B2026.07 | 89.78 | 0.063 | 92.55 | 83.07 | 86.75 | 0.166 | |
| OCRVerseModel Type=End2End Expert OCR Models, Size=4B2026.07 | 88.6 | 0.063 | 89.61 | 82.44 | 86.27 | 0.163 | |
| GPT-5.2Model Type=General Purpose VLMs, Size=-2026.07 | 86.59 | 0.114 | 88.21 | 82.95 | 87.93 | 0.193 | |
| olmOCRModel Type=End2End Expert OCR Models, Size=7B2026.07 | 85.74 | 0.139 | 88.1 | 83 | 87.17 | 0.216 | |
| Mistral OCRModel Type=End2End Expert OCR Models, Size=-2026.07 | 85.66 | 0.097 | 89.91 | 76.78 | 80.93 | 0.171 | |
| Kimi K2.5Model Type=General Purpose VLMs, Size=1T2026.07 | 84.53 | 0.107 | 83.5 | 80.76 | 84 | 0.211 | |
| InternVL3.5-241BModel Type=General Purpose VLMs, Size=241B2026.07 | 83.76 | 0.13 | 89.95 | 74.35 | 79.78 | 0.215 |