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Document Parsing on Real5-OmniDocBench 5-distortion types (test)

92.05Overall AccuracyPaddleOCR-VL-1.5
58.82267.448576.07584.7015Jan 29, 2026

Evaluation results

MethodLinks
PaddleOCR-VL-1.5Model Type=Specialized VLMs, Parameters=0.9B2026.0192.0593.4391.2591.7692.1691.66
Gemini-3 ProModel Type=General VLMs, Parameters=-2026.0189.2489.4788.988.8689.5389.45
Qwen3-VL-235B-A22B-InstructModel Type=General VLMs, Parameters=235B2026.0188.90489.4389.9989.2789.2786.56
Gemini-2.5 ProModel Type=General VLMs, Parameters=-2026.0188.2189.2587.6387.1187.9789.07
Qwen2.5-VL-72BModel Type=General VLMs, Parameters=72B2026.0186.9286.1987.7786.4887.2586.9
dots.ocrModel Type=Specialized VLMs, Parameters=3B2026.0186.3886.8786.0187.1887.5784.27
MinerU2.5Model Type=Specialized VLMs, Parameters=1.2B2026.0185.6190.0683.7689.4189.5775.24
PaddleOCR-VLModel Type=Specialized VLMs, Parameters=0.9B2026.0185.5492.1185.9782.5489.6177.47
Nanonets-OCR-sModel Type=Specialized VLMs, Parameters=3B2026.0184.1985.5283.5684.8685.0181.98
MonkeyOCR-pro-3BModel Type=Specialized VLMs, Parameters=3.7B2026.0179.4986.9478.982.4484.7164.47
GPT-5.2Model Type=General VLMs, Parameters=-2026.0178.6684.4376.2676.7580.8875
MonkeyOCR-3BModel Type=Specialized VLMs, Parameters=3.7B2026.0178.2984.6577.2780.7183.1665.67
MonkeyOCR-pro-1.2BModel Type=Specialized VLMs, Parameters=1.9B2026.0177.1584.6476.5980.2482.1162.18
MinerU2-VLMModel Type=Specialized VLMs, Parameters=0.9B2026.0176.9583.673.7378.7780.5168.16
Deepseek-OCRModel Type=Specialized VLMs, Parameters=3B2026.0173.9986.1767.275.3178.163.01
PP-StructureV3Model Type=Pipeline Tools, Parameters=-2026.0164.4584.6859.3466.8973.3837.98
DolphinModel Type=Specialized VLMs, Parameters=0.3B2026.0161.7872.1660.3564.2967.2944.83
Dolphin-1.5Model Type=Specialized VLMs, Parameters=0.3B2026.0161.4883.3950.569.7675.6128.16
Maker-1.8.2Model Type=Pipeline Tools, Parameters=-2026.0160.170.2758.9863.6566.3141.27