Document Parsing on Real5-OmniDocBench
93.19Overall Quality ScorePaddleOCR-VL-1.6
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PaddleOCR-VL-1.6Model Type=Specialized VLMs, Parameters=0.9B2026.06 | 93.19 | 94.74 | 92.48 | 92.78 | 93.28 | 92.66 | |
| PaddleOCR-VL-1.5Model Type=Specialized VLMs, Parameters=0.9B2026.06 | 92.05 | 93.43 | 91.25 | 91.76 | 92.16 | 91.66 | |
| GLM-OCRModel Type=Specialized VLMs, Parameters=-2026.06 | 90.32 | 92.67 | 90.68 | 91.75 | 91.12 | 85.39 | |
| Gemini-3 ProModel Type=General VLMs, Parameters=-2026.06 | 89.24 | 89.47 | 88.9 | 88.86 | 89.53 | 89.45 | |
| MinerU2.5-proModel Type=Specialized VLMs, Parameters=1.2B2026.06 | 88.96 | 92.11 | 88.72 | 91.29 | 91.42 | 81.26 | |
| Qwen3-VL-235B-A22B-InstructModel Type=General VLMs, Parameters=235B2026.06 | 88.904 | 89.43 | 89.99 | 89.27 | 89.27 | 86.56 | |
| Gemini-2.5 ProModel Type=General VLMs, Parameters=-2026.06 | 88.21 | 89.25 | 87.63 | 87.11 | 87.97 | 89.07 | |
| Qwen2.5-VL-72BModel Type=General VLMs, Parameters=72B2026.06 | 86.92 | 86.19 | 87.77 | 86.48 | 87.25 | 86.9 | |
| dots.ocrModel Type=Specialized VLMs, Parameters=3B2026.06 | 86.38 | 86.87 | 86.01 | 87.18 | 87.57 | 84.27 | |
| MinerU2.5Model Type=Specialized VLMs, Parameters=1.2B2026.06 | 85.61 | 90.06 | 83.76 | 89.41 | 89.57 | 75.24 | |
| PaddleOCR-VLModel Type=Specialized VLMs, Parameters=0.9B2026.06 | 85.54 | 92.11 | 85.97 | 82.54 | 89.61 | 77.47 | |
| Nanonets-OCR-sModel Type=Specialized VLMs, Parameters=3B2026.06 | 84.19 | 85.52 | 83.56 | 84.86 | 85.01 | 81.98 | |
| MonkeyOCR-pro-3BModel Type=Specialized VLMs, Parameters=3.7B2026.06 | 79.49 | 86.94 | 78.9 | 82.44 | 84.71 | 64.47 | |
| GPT-5.2Model Type=General VLMs, Parameters=-2026.06 | 78.66 | 84.43 | 76.26 | 76.75 | 80.88 | 75 | |
| MonkeyOCR-3BModel Type=Specialized VLMs, Parameters=3.7B2026.06 | 78.29 | 84.65 | 77.27 | 80.71 | 83.16 | 65.67 | |
| MonkeyOCR-pro-1.2BModel Type=Specialized VLMs, Parameters=1.9B2026.06 | 77.15 | 84.64 | 76.59 | 80.24 | 82.11 | 62.18 | |
| MinerU2-VLMModel Type=Specialized VLMs, Parameters=0.9B2026.06 | 76.95 | 83.6 | 73.73 | 78.77 | 80.51 | 68.16 | |
| Deepseek-OCRModel Type=Specialized VLMs, Parameters=3B2026.06 | 73.99 | 86.17 | 67.2 | 75.31 | 78.1 | 63.01 | |
| Deepseek-OCR 2Model Type=Specialized VLMs, Parameters=3B2026.06 | 73.01 | 89.59 | 66.53 | 71.65 | 76.02 | 61.28 | |
| PP-StructureV3Model Type=Pipeline Tools, Parameters=-2026.06 | 64.45 | 84.68 | 59.34 | 66.89 | 73.38 | 37.98 | |
| DolphinModel Type=Specialized VLMs, Parameters=0.3B2026.06 | 61.78 | 72.16 | 60.35 | 64.29 | 67.29 | 44.83 | |
| Dolphin-1.5Model Type=Specialized VLMs, Parameters=0.3B2026.06 | 61.48 | 83.39 | 50.5 | 69.76 | 75.61 | 28.16 | |
| Maker-1.8.2Model Type=Pipeline Tools, Parameters=-2026.06 | 60.1 | 70.27 | 58.98 | 63.65 | 66.31 | 41.27 |