Reading Order Detection on OmniDocBench EN v1.0
0.038Edit DistanceFocalOrder
Evaluation Results
| Method | Links | |
|---|---|---|
| FocalOrderModel Type=Ours2026.01 | 0.038 | |
| dots.ocrModel Type=Expert VLMs2026.01 | 0.04 | |
| PaddleOCR-VLModel Type=Expert VLMs2026.01 | 0.045 | |
| MinerU 2.5Model Type=Expert VLMs2026.01 | 0.045 | |
| Gemini-1.5 ProModel Type=General VLMs2026.01 | 0.049 | |
| Doubao-1.5-proModel Type=General VLMs2026.01 | 0.058 | |
| PP-StructureV3Model Type=Pipeline Tools2026.01 | 0.069 | |
| MinerU 2.0Model Type=Expert VLMs2026.01 | 0.069 | |
| MinerUModel Type=Pipeline Tools2026.01 | 0.079 | |
| Mistral OCRModel Type=Expert VLMs2026.01 | 0.083 | |
| OCRFluxModel Type=Expert VLMs2026.01 | 0.086 | |
| DolphinModel Type=Expert VLMs2026.01 | 0.091 | |
| InternVL3-78BModel Type=General VLMs2026.01 | 0.095 | |
| MonkeyOCR-pro-3BModel Type=Expert VLMs2026.01 | 0.1 | |
| Qwen2.5-VL-72BModel Type=General VLMs2026.01 | 0.106 | |
| MathpixModel Type=Pipeline Tools2026.01 | 0.108 | |
| MarkerModel Type=Pipeline Tools2026.01 | 0.114 | |
| Qwen2-VL-72BModel Type=General VLMs2026.01 | 0.119 | |
| GPT-4oModel Type=General VLMs2026.01 | 0.128 | |
| GOT-OCRModel Type=Expert VLMs2026.01 | 0.141 | |
| UnstructuredModel Type=Pipeline Tools2026.01 | 0.145 | |
| OLMOCR-sglangModel Type=Expert VLMs2026.01 | 0.145 | |
| SmolDocling-256MModel Type=Expert VLMs2026.01 | 0.227 | |
| Pix2TextModel Type=Pipeline Tools2026.01 | 0.281 | |
| DoclingModel Type=Pipeline Tools2026.01 | 0.313 | |
| InternVL2-76BModel Type=General VLMs2026.01 | 0.317 | |
| NougatModel Type=Expert VLMs2026.01 | 0.382 | |
| OpenParseModel Type=Pipeline Tools2026.01 | 0.595 |