Document Parsing on OmniDocBench Real5 illumination
0.9216Overall ScorePaddleOCR-VL-1.5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PaddleOCR-VL-1.5Model Type=Specialized VLMs, Parameters=0.9B2026.01 | 0.9216 | 0.046 | 0.918 | 0.8933 | — | |
| PaddleOCR-VLModel Type=Specialized VLMs, Parameters=0.9B2026.01 | 0.8961 | 0.049 | 0.8666 | 0.8702 | — | |
| MinerU2.5Model Type=Specialized VLMs, Parameters=1.2B2026.01 | 0.8957 | 0.065 | 0.8836 | 0.8687 | — | |
| Gemini-3 ProModel Type=General VLMs, Parameters=-2026.01 | 0.8953 | 0.073 | 0.8778 | 0.8814 | — | |
| Qwen3-VL-235B-A22B-InstructModel Type=General VLMs, Parameters=235B2026.01 | 0.8927 | 0.06 | 0.8781 | 0.8605 | — | |
| Gemini-2.5 ProModel Type=General VLMs, Parameters=-2026.01 | 0.8797 | 0.083 | 0.8613 | 0.8611 | — | |
| dots.ocrModel Type=Specialized VLMs, Parameters=3B2026.01 | 0.8757 | 0.068 | 0.8507 | 0.8444 | — | |
| Qwen2.5-VL-72BModel Type=General VLMs, Parameters=72B2026.01 | 0.8725 | 0.087 | 0.8644 | 0.8403 | — | |
| Nanonets-OCR-sModel Type=Specialized VLMs, Parameters=3B2026.01 | 0.8501 | 0.099 | 0.8794 | 0.7696 | — | |
| MonkeyOCR-pro-3BModel Type=Specialized VLMs, Parameters=3.7B2026.01 | 0.8471 | 0.12 | 0.8413 | 0.8202 | — | |
| MonkeyOCR-3BModel Type=Specialized VLMs, Parameters=3.7B2026.01 | 0.8316 | 0.118 | 0.8363 | 0.7762 | — | |
| MonkeyOCR-pro-1.2BModel Type=Specialized VLMs, Parameters=1.9B2026.01 | 0.8211 | 0.144 | 0.8207 | 0.7867 | — | |
| GPT-5.2Model Type=General VLMs, Parameters=-2026.01 | 0.8088 | 0.191 | 0.8441 | 0.7737 | — | |
| MinerU2-VLMModel Type=Specialized VLMs, Parameters=0.9B2026.01 | 0.8051 | 0.135 | 0.8072 | 0.7429 | — | |
| Deepseek-OCRModel Type=Specialized VLMs, Parameters=3B2026.01 | 0.781 | 0.192 | 0.8171 | 0.7181 | — | |
| Dolphin-1.5Model Type=Specialized VLMs, Parameters=0.3B2026.01 | 0.7561 | 0.159 | 0.7004 | 0.7269 | — | |
| PP-StructureV3Model Type=Pipeline Tools, Parameters=-2026.01 | 0.7338 | 0.158 | 0.7775 | 0.5819 | — | |
| DolphinModel Type=Specialized VLMs, Parameters=322M2026.01 | 0.6729 | 0.197 | 0.6142 | 0.601 | — | |
| Maker-1.8.2Model Type=Pipeline Tools, Parameters=-2026.01 | 0.6631 | 0.259 | 0.748 | 0.5003 | — |