Reading Order Detection on OmniDocBench v1.5
0.043Edit DistancePaddleOCR-VL
Evaluation results
| Method | Links | |
|---|---|---|
| PaddleOCR-VLModel Type=Expert VLMs, Size=0.9B2026.01 | 0.043 | |
| MinerU 2.5Model Type=Expert VLMs, Size=1.2B2026.01 | 0.044 | |
| FocalOrderModel Type=Ours, Size=0.4B2026.01 | 0.044 | |
| dots.ocrModel Type=Expert VLMs, Size=3B2026.01 | 0.053 | |
| Qwen3-VL-InstructModel Type=General VLMs, Size=235B2026.01 | 0.068 | |
| PP-StructureV3Model Type=Pipeline Tools2026.01 | 0.073 | |
| Dolphin-1.5Model Type=Expert VLMs, Size=0.3B2026.01 | 0.08 | |
| DeepSeek-OCRModel Type=Expert VLMs, Size=3B2026.01 | 0.086 | |
| MinerU2-VLMModel Type=Expert VLMs, Size=0.9B2026.01 | 0.086 | |
| Gemini-2.5 ProModel Type=General VLMs2026.01 | 0.097 | |
| Qwen2.5-VLModel Type=General VLMs, Size=72B2026.01 | 0.102 | |
| Nanonets-OCR-sModel Type=Expert VLMs, Size=3B2026.01 | 0.108 | |
| olmOCRModel Type=Expert VLMs, Size=7B2026.01 | 0.121 | |
| InternVL3.5Model Type=General VLMs, Size=241B2026.01 | 0.125 | |
| MonkeyOCR-pro-3BModel Type=Expert VLMs, Size=3B2026.01 | 0.128 | |
| Mistral OCRModel Type=Expert VLMs2026.01 | 0.144 | |
| POINTS-ReaderModel Type=Expert VLMs, Size=3B2026.01 | 0.145 | |
| GPT-4oModel Type=General VLMs2026.01 | 0.148 | |
| OCRFluxModel Type=Expert VLMs, Size=3B2026.01 | 0.202 | |
| MinerU2-pipelineModel Type=Pipeline Tools2026.01 | 0.225 | |
| Marker-1.8.2Model Type=Pipeline Tools2026.01 | 0.25 |