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ResearchFormerly WizWand

Reading Order Detection on OmniDocBench EN v1.0

0.038Edit DistanceFocalOrder
0.015720.166110.31650.46689Jan 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FocalOrderModel Type=Ours2026.010.038
dots.ocrModel Type=Expert VLMs2026.010.04
PaddleOCR-VLModel Type=Expert VLMs2026.010.045
MinerU 2.5Model Type=Expert VLMs2026.010.045
Gemini-1.5 ProModel Type=General VLMs2026.010.049
Doubao-1.5-proModel Type=General VLMs2026.010.058
PP-StructureV3Model Type=Pipeline Tools2026.010.069
MinerU 2.0Model Type=Expert VLMs2026.010.069
MinerUModel Type=Pipeline Tools2026.010.079
Mistral OCRModel Type=Expert VLMs2026.010.083
OCRFluxModel Type=Expert VLMs2026.010.086
DolphinModel Type=Expert VLMs2026.010.091
InternVL3-78BModel Type=General VLMs2026.010.095
MonkeyOCR-pro-3BModel Type=Expert VLMs2026.010.1
Qwen2.5-VL-72BModel Type=General VLMs2026.010.106
MathpixModel Type=Pipeline Tools2026.010.108
MarkerModel Type=Pipeline Tools2026.010.114
Qwen2-VL-72BModel Type=General VLMs2026.010.119
GPT-4oModel Type=General VLMs2026.010.128
GOT-OCRModel Type=Expert VLMs2026.010.141
UnstructuredModel Type=Pipeline Tools2026.010.145
OLMOCR-sglangModel Type=Expert VLMs2026.010.145
SmolDocling-256MModel Type=Expert VLMs2026.010.227
Pix2TextModel Type=Pipeline Tools2026.010.281
DoclingModel Type=Pipeline Tools2026.010.313
InternVL2-76BModel Type=General VLMs2026.010.317
NougatModel Type=Expert VLMs2026.010.382
OpenParseModel Type=Pipeline Tools2026.010.595