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Papers Benchmarks Datasets Tasks

DocLayNet dataset and benchmarks · SOTA2 Research

Research Datasets

DocLayNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Document Layout Analysis

DocLayNet (test)

89mAP

21

Document Layout Analysis

DocLayNet

79.7mAP

13

Document Layout Analysis

DocLayNet

78.7mAP@0.5:0.95

12

Text Recognition

DocLayNet

8Edit Distance

8

Page-level Layout Analysis

DocLayNet

92.88Precision

7

Document layout grounding

DocLayNet

91.2F1 Score (IoU=0.5)

6

Layout Detection

DocLayNet

91.8Precision

5

Markdown extraction

DocLayNet ID

0.7BLEU

4

Popular tasks

Document Layout Analysis Text Recognition Layout Detection Page-level Layout Analysis Markdown extraction

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