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Semantic Entity Recognition (SER) research benchmarks · SOTA2 Research

Semantic Entity Recognition (SER)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

XFUND-ZH (test)

LayoutLMv3 BASE

70.91F1 Score (1-shot)

2

Feb 26, 2026

LayoutLMv3 BASE

71.071-shot F1

2

Feb 26, 2026

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