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Form Understanding research benchmarks · SOTA2 Research

Form Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LayoutLMv3_LARGE

92.08F1 Score

73

Feb 26, 2026

LayoutLMv3 Large

92.08Entity F1 Score

11

Feb 26, 2026

71.2Accuracy

8

Feb 26, 2026

DeepForm (test)

mPLUG-DocOwl 1.5

68.8F1 Score

2

Feb 26, 2026

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