Document Parsing on Real5-OmniDocBench scanning scenario 1.5 (test)
93.43Overall ScorePaddleOCR-VL-1.5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PaddleOCR-VL-1.5Model Type=Specialized VLMs, Parameters=0.9B2026.01 | 93.43 | 0.037 | 93.04 | 90.97 | — | |
| PaddleOCR-VLModel Type=Specialized VLMs, Parameters=0.9B2026.01 | 92.11 | 0.039 | 90.35 | 89.9 | — | |
| MinerU2.5Model Type=Specialized VLMs, Parameters=1.2B2026.01 | 90.06 | 0.052 | 88.22 | 87.16 | — | |
| Gemini-3 ProModel Type=General VLMs, Parameters=-2026.01 | 89.47 | 0.071 | 88.16 | 87.37 | — | |
| Qwen3-VL-235B-A22B-InstructModel Type=General VLMs, Parameters=235B2026.01 | 89.43 | 0.059 | 89.01 | 85.19 | — | |
| Gemini-2.5 ProModel Type=General VLMs, Parameters=-2026.01 | 89.25 | 0.073 | 87.44 | 87.62 | — | |
| MonkeyOCR-pro-3BModel Type=Specialized VLMs, Parameters=3.7B2026.01 | 86.94 | 0.103 | 86.29 | 84.86 | — | |
| dots.ocrModel Type=Specialized VLMs, Parameters=3B2026.01 | 86.87 | 0.083 | 83.27 | 85.68 | — | |
| Qwen2.5-VL-72BModel Type=General VLMs, Parameters=72B2026.01 | 86.19 | 0.11 | 86.14 | 83.41 | — | |
| Deepseek-OCRModel Type=Specialized VLMs, Parameters=3B2026.01 | 86.17 | 0.078 | 83.59 | 82.69 | — | |
| Nanonets-OCR-sModel Type=Specialized VLMs, Parameters=3B2026.01 | 85.52 | 0.106 | 88.09 | 79.11 | — | |
| PP-StructureV3Model Type=Pipeline Tools, Parameters=-2026.01 | 84.68 | 0.094 | 84.34 | 79.06 | — | |
| MonkeyOCR-3BModel Type=Specialized VLMs, Parameters=3.7B2026.01 | 84.65 | 0.1 | 84.16 | 79.81 | — | |
| MonkeyOCR-pro-1.2BModel Type=Specialized VLMs, Parameters=1.9B2026.01 | 84.64 | 0.123 | 84.17 | 82.13 | — | |
| GPT-5.2Model Type=General VLMs, Parameters=-2026.01 | 84.43 | 0.142 | 85.68 | 81.78 | — | |
| MinerU2-VLMModel Type=Specialized VLMs, Parameters=0.9B2026.01 | 83.6 | 0.094 | 79.76 | 80.44 | — | |
| Dolphin-1.5Model Type=Specialized VLMs, Parameters=0.3B2026.01 | 83.39 | 0.097 | 76.25 | 83.65 | — | |
| DolphinModel Type=Specialized VLMs, Parameters=322M2026.01 | 72.16 | 0.154 | 64.58 | 67.27 | — | |
| Maker-1.8.2Model Type=Pipeline Tools, Parameters=-2026.01 | 70.27 | 0.223 | 77.03 | 56.05 | — |