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ResearchFormerly WizWand

Reading Order Detection on OmniDocBench ZH v1.0

0.055Edit DistanceFocalOrder
0.019040.261770.50450.74723Jan 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FocalOrderModel Type=Ours2026.010.055
PaddleOCR-VLModel Type=Expert VLMs2026.010.063
dots.ocrModel Type=Expert VLMs2026.010.067
MinerU 2.5Model Type=Expert VLMs2026.010.068
PP-StructureV3Model Type=Pipeline Tools2026.010.091
Doubao-1.5-proModel Type=General VLMs2026.010.094
MinerU 2.0Model Type=Expert VLMs2026.010.118
Gemini-1.5 ProModel Type=General VLMs2026.010.121
InternVL3-78BModel Type=General VLMs2026.010.161
DolphinModel Type=Expert VLMs2026.010.162
Qwen2.5-VL-72BModel Type=General VLMs2026.010.168
MonkeyOCR-pro-3BModel Type=Expert VLMs2026.010.185
OCRFluxModel Type=Expert VLMs2026.010.187
Qwen2-VL-72BModel Type=General VLMs2026.010.193
InternVL2-76BModel Type=General VLMs2026.010.228
GPT-4oModel Type=General VLMs2026.010.251
OLMOCR-sglangModel Type=Expert VLMs2026.010.277
GOT-OCRModel Type=Expert VLMs2026.010.28
Mistral OCRModel Type=Expert VLMs2026.010.284
MinerUModel Type=Pipeline Tools2026.010.292
MathpixModel Type=Pipeline Tools2026.010.304
MarkerModel Type=Pipeline Tools2026.010.34
UnstructuredModel Type=Pipeline Tools2026.010.387
Pix2TextModel Type=Pipeline Tools2026.010.499
SmolDocling-256MModel Type=Expert VLMs2026.010.522
OpenParseModel Type=Pipeline Tools2026.010.641
DoclingModel Type=Pipeline Tools2026.010.837
NougatModel Type=Expert VLMs2026.010.954