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Document Parsing on Real5-OmniDocBench

93.19Overall Quality ScorePaddleOCR-VL-1.6
58.776467.710776.64585.5793Jun 2, 2026

Evaluation results

MethodLinks
PaddleOCR-VL-1.6Model Type=Specialized VLMs, Parameters=0.9B2026.0693.1994.7492.4892.7893.2892.66
PaddleOCR-VL-1.5Model Type=Specialized VLMs, Parameters=0.9B2026.0692.0593.4391.2591.7692.1691.66
GLM-OCRModel Type=Specialized VLMs, Parameters=-2026.0690.3292.6790.6891.7591.1285.39
Gemini-3 ProModel Type=General VLMs, Parameters=-2026.0689.2489.4788.988.8689.5389.45
MinerU2.5-proModel Type=Specialized VLMs, Parameters=1.2B2026.0688.9692.1188.7291.2991.4281.26
Qwen3-VL-235B-A22B-InstructModel Type=General VLMs, Parameters=235B2026.0688.90489.4389.9989.2789.2786.56
Gemini-2.5 ProModel Type=General VLMs, Parameters=-2026.0688.2189.2587.6387.1187.9789.07
Qwen2.5-VL-72BModel Type=General VLMs, Parameters=72B2026.0686.9286.1987.7786.4887.2586.9
dots.ocrModel Type=Specialized VLMs, Parameters=3B2026.0686.3886.8786.0187.1887.5784.27
MinerU2.5Model Type=Specialized VLMs, Parameters=1.2B2026.0685.6190.0683.7689.4189.5775.24
PaddleOCR-VLModel Type=Specialized VLMs, Parameters=0.9B2026.0685.5492.1185.9782.5489.6177.47
Nanonets-OCR-sModel Type=Specialized VLMs, Parameters=3B2026.0684.1985.5283.5684.8685.0181.98
MonkeyOCR-pro-3BModel Type=Specialized VLMs, Parameters=3.7B2026.0679.4986.9478.982.4484.7164.47
GPT-5.2Model Type=General VLMs, Parameters=-2026.0678.6684.4376.2676.7580.8875
MonkeyOCR-3BModel Type=Specialized VLMs, Parameters=3.7B2026.0678.2984.6577.2780.7183.1665.67
MonkeyOCR-pro-1.2BModel Type=Specialized VLMs, Parameters=1.9B2026.0677.1584.6476.5980.2482.1162.18
MinerU2-VLMModel Type=Specialized VLMs, Parameters=0.9B2026.0676.9583.673.7378.7780.5168.16
Deepseek-OCRModel Type=Specialized VLMs, Parameters=3B2026.0673.9986.1767.275.3178.163.01
Deepseek-OCR 2Model Type=Specialized VLMs, Parameters=3B2026.0673.0189.5966.5371.6576.0261.28
PP-StructureV3Model Type=Pipeline Tools, Parameters=-2026.0664.4584.6859.3466.8973.3837.98
DolphinModel Type=Specialized VLMs, Parameters=0.3B2026.0661.7872.1660.3564.2967.2944.83
Dolphin-1.5Model Type=Specialized VLMs, Parameters=0.3B2026.0661.4883.3950.569.7675.6128.16
Maker-1.8.2Model Type=Pipeline Tools, Parameters=-2026.0660.170.2758.9863.6566.3141.27