Reading Order Detection on OmniDocBench ZH v1.0
0.055Edit DistanceFocalOrder
Evaluation Results
| Method | Links | |
|---|---|---|
| FocalOrderModel Type=Ours2026.01 | 0.055 | |
| PaddleOCR-VLModel Type=Expert VLMs2026.01 | 0.063 | |
| dots.ocrModel Type=Expert VLMs2026.01 | 0.067 | |
| MinerU 2.5Model Type=Expert VLMs2026.01 | 0.068 | |
| PP-StructureV3Model Type=Pipeline Tools2026.01 | 0.091 | |
| Doubao-1.5-proModel Type=General VLMs2026.01 | 0.094 | |
| MinerU 2.0Model Type=Expert VLMs2026.01 | 0.118 | |
| Gemini-1.5 ProModel Type=General VLMs2026.01 | 0.121 | |
| InternVL3-78BModel Type=General VLMs2026.01 | 0.161 | |
| DolphinModel Type=Expert VLMs2026.01 | 0.162 | |
| Qwen2.5-VL-72BModel Type=General VLMs2026.01 | 0.168 | |
| MonkeyOCR-pro-3BModel Type=Expert VLMs2026.01 | 0.185 | |
| OCRFluxModel Type=Expert VLMs2026.01 | 0.187 | |
| Qwen2-VL-72BModel Type=General VLMs2026.01 | 0.193 | |
| InternVL2-76BModel Type=General VLMs2026.01 | 0.228 | |
| GPT-4oModel Type=General VLMs2026.01 | 0.251 | |
| OLMOCR-sglangModel Type=Expert VLMs2026.01 | 0.277 | |
| GOT-OCRModel Type=Expert VLMs2026.01 | 0.28 | |
| Mistral OCRModel Type=Expert VLMs2026.01 | 0.284 | |
| MinerUModel Type=Pipeline Tools2026.01 | 0.292 | |
| MathpixModel Type=Pipeline Tools2026.01 | 0.304 | |
| MarkerModel Type=Pipeline Tools2026.01 | 0.34 | |
| UnstructuredModel Type=Pipeline Tools2026.01 | 0.387 | |
| Pix2TextModel Type=Pipeline Tools2026.01 | 0.499 | |
| SmolDocling-256MModel Type=Expert VLMs2026.01 | 0.522 | |
| OpenParseModel Type=Pipeline Tools2026.01 | 0.641 | |
| DoclingModel Type=Pipeline Tools2026.01 | 0.837 | |
| NougatModel Type=Expert VLMs2026.01 | 0.954 |