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DeepForm dataset and benchmarks · SOTA2 Research

Research Datasets

DeepForm

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Document Information Extraction

DeepForm (test)

80.061F1

22

Document Information Extraction

DeepForm

68.8F1 Score

8

Form Understanding

DeepForm

71.2Accuracy

8

Text-oriented Visual Question Answering

DeepForm

63.2F1

6

Key Information Extraction

DeepForm (test)

75.7F1 Score

6

Document Visual Question Answering

DeepForm

50.8Accuracy

5

Information Extraction

DeepForm

85.5F1 Score

4

Form Understanding

DeepForm (test)

68.8F1 Score

2

Document-oriented Visual Question Answering

DeepForm

40.6F1 Score

2

Popular tasks

Form Understanding Document Information Extraction Document Visual Question Answering Information Extraction Key Information Extraction

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