Document Parsing on OmniDocBench Full v1.6
95.69Overall AccuracyMinerU2.5-Pro
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MinerU2.5-ProModel Type=Specialized VLMs, Param=1.2B2026.04 | 95.69 | 3.6 | 97.29 | 93.42 | 95.92 | 12 | |
| MinerU2.5-ProParam=1.2B2026.05 | 95.69 | 3.6 | 97.29 | 93.42 | 95.92 | 12 | |
| GLM-OCRModel Type=Specialized VLMs, Param=0.9B2026.04 | 95.15 | 4.4 | 96.99 | 92.83 | 95.39 | 13.3 | |
| GLM-OCRParam=0.9B2026.05 | 95.15 | 4.4 | 96.99 | 92.83 | 95.39 | 13.3 | |
| PaddleOCR-VL-1.5Model Type=Specialized VLMs, Param=0.9B2026.04 | 94.87 | 3.8 | 96.69 | 91.67 | 94.37 | 13 | |
| PaddleOCR-VL-1.5Param=0.9B2026.05 | 94.87 | 3.8 | 96.69 | 91.67 | 94.37 | 13 | |
| PaddleOCR-VLModel Type=Specialized VLMs, Param=0.9B2026.04 | 94.11 | 4 | 95.7 | 90.65 | 93.74 | 13.5 | |
| PaddleOCR-VLParam=0.9B2026.05 | 94.11 | 4 | 95.7 | 90.65 | 93.74 | 13.5 | |
| Youtu-ParsingModel Type=Specialized VLMs, Param=2.5B2026.04 | 93.68 | 4.4 | 93.45 | 92.02 | 95 | 11.6 | |
| Youtu-ParsingParam=2.5B2026.05 | 93.68 | 4.4 | 93.45 | 92.02 | 95 | 11.6 | |
| Ovis2.6-30B-A3BModel Type=General VLMs, Param=30B2026.04 | 93.62 | 3.5 | 94.93 | 89.44 | 92.4 | 13.5 | |
| Ovis2.6-30B-A3BParam=30B2026.05 | 93.62 | 3.5 | 94.93 | 89.44 | 92.4 | 13.5 | |
| ABot-OCRParam=2B2026.05 | 93.3 | 3.7 | 94.86 | 88.83 | 91.94 | 13.3 | |
| Logics-Parsing-v2Model Type=Specialized VLMs, Param=4B2026.04 | 93.27 | 4.1 | 95.47 | 88.42 | 91.98 | 13.7 | |
| Logics-Parsing-v2Param=4B2026.05 | 93.27 | 4.1 | 95.47 | 88.42 | 91.98 | 13.7 | |
| FireRed-OCRModel Type=Specialized VLMs, Param=2B2026.04 | 93.2 | 3.7 | 95.27 | 88.04 | 91.06 | 13.1 | |
| FireRed-OCRParam=2B2026.05 | 93.2 | 3.7 | 95.27 | 88.04 | 91.06 | 13.1 | |
| MinerU2.5Model Type=Specialized VLMs, Param=1.2B2026.04 | 92.98 | 4.5 | 95.59 | 87.88 | 91.47 | 13 | |
| MinerU2.5Param=1.2B2026.05 | 92.98 | 4.5 | 95.59 | 87.88 | 91.47 | 13 | |
| Gemini 3 ProModel Type=General VLMs2026.04 | 92.85 | 6.4 | 95.83 | 89.15 | 92.96 | 16.5 | |
| Gemini 3 ProParam=–2026.05 | 92.85 | 6.4 | 95.83 | 89.15 | 92.96 | 16.5 | |
| Gemini 3 FlashModel Type=General VLMs2026.04 | 92.58 | 6.6 | 95.03 | 89.29 | 93.51 | 17.3 | |
| Gemini 3 FlashParam=–2026.05 | 92.58 | 6.6 | 95.03 | 89.29 | 93.51 | 17.3 | |
| OpenDoc-0.1BModel Type=Specialized VLMs, Param=0.1B2026.04 | 90.64 | 4.9 | 92.93 | 83.88 | 87.45 | 14 | |
| OpenDoc-0.1BParam=0.1B2026.05 | 90.64 | 4.9 | 92.93 | 83.88 | 87.45 | 14 | |
| dots.ocrModel Type=Specialized VLMs, Param=3B2026.04 | 90.5 | 4.8 | 89.12 | 87.18 | 90.58 | 13.8 | |
| dots.ocrParam=3B2026.05 | 90.5 | 4.8 | 89.12 | 87.18 | 90.58 | 13.8 | |
| DeepSeek-OCR 2Model Type=Specialized VLMs, Param=3B2026.04 | 90.17 | 5 | 91.59 | 83.89 | 87.75 | 14.4 | |
| DeepSeek-OCR 2Param=3B2026.05 | 90.17 | 5 | 91.59 | 83.89 | 87.75 | 14.4 | |
| HunyuanOCRModel Type=Specialized VLMs, Param=1B2026.04 | 89.87 | 8.9 | 87.44 | 91.01 | 93.23 | 17.1 | |
| HunyuanOCRParam=1B2026.05 | 89.87 | 8.9 | 87.44 | 91.01 | 93.23 | 17.1 | |
| Qwen3-VL-235BModel Type=General VLMs, Param=235B2026.04 | 89.78 | 6.3 | 92.53 | 83.07 | 86.75 | 16.6 | |
| Qwen3-VL-235BParam=235B2026.05 | 89.78 | 6.3 | 92.53 | 83.07 | 86.75 | 16.6 | |
| Dolphin-v2Model Type=Specialized VLMs, Param=3B2026.04 | 89.34 | 6.9 | 90.53 | 84.4 | 87.44 | 15 | |
| Dolphin-v2Param=3B2026.05 | 89.34 | 6.9 | 90.53 | 84.4 | 87.44 | 15 | |
| OCRVerseModel Type=Specialized VLMs, Param=4B2026.04 | 88.44 | 6.3 | 89.14 | 82.44 | 86.27 | 16.3 | |
| OCRVerseParam=4B2026.05 | 88.44 | 6.3 | 89.14 | 82.44 | 86.27 | 16.3 | |
| MonkeyOCR-pro-3BModel Type=Specialized VLMs, Param=3B2026.04 | 88.43 | 7.4 | 88.33 | 84.35 | 88.62 | 18.9 | |
| MonkeyOCR-pro-3BParam=3B2026.05 | 88.43 | 7.4 | 88.33 | 84.35 | 88.62 | 18.9 | |
| GPT-5.2Model Type=General VLMs2026.04 | 86.52 | 11.4 | 88 | 82.95 | 87.93 | 19.3 | |
| GPT-5.2Param=–2026.05 | 86.52 | 11.4 | 88 | 82.95 | 87.93 | 19.3 | |
| InternVL3.5-241BModel Type=General VLMs, Param=241B2026.04 | 83.61 | 13 | 89.52 | 74.35 | 79.78 | 21.5 | |
| InternVL3.5-241BParam=241B2026.05 | 83.61 | 13 | 89.52 | 74.35 | 79.78 | 21.5 | |
| Qwen3-VL-2BParam=2B2026.05 | 80.05 | 9.1 | 80.36 | 68.94 | 73.82 | 21.3 |