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Papers Benchmarks Datasets Tasks

OmniDocBench dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

OmniDocBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reading Order Prediction

OmniDocBench English multi-column (Macro)

88Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column textbook

100Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column (book)

85.8Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column magazine

89.1Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column (newspaper)

96.2Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column (exam paper)

96.9Edge Accuracy

3

Reading Order Prediction

OmniDocBench English multi-column academic_lit

93.4Edge Accuracy

3

Document Parsing

OmniDocBench ZH

84Text Accuracy

2

OmniDocBench GT track 1.0

80.68LCS

2

Speculative Decoding Acceleration

OmniDocBench > 8192 tokens v1.5

4.98AAL (Overall)

2

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Popular tasks

Document Parsing Reading Order Prediction Text Recognition Document Understanding Document and chart understanding

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