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Papers Benchmarks Datasets Tasks

Semantic Entity Recognition research benchmarks · SOTA2 Research

Semantic Entity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98.6F1 Score

55

Feb 26, 2026

RORE-GeoLayoutLM

91.84F1 Score

37

Feb 26, 2026

93.62EN Score

31

Feb 26, 2026

98.83F1 Score

18

Feb 26, 2026

98.45SER Accuracy

15

Feb 26, 2026

XFUND v1.0 (test)

82.25FUNSD Score

12

Feb 26, 2026

98.52F1 Score

12

Feb 26, 2026

LiLT[ZH-R]_BASE

97.97F1 Score

12

Feb 26, 2026

LiLT[InfoXLM] BASE

90.47Accuracy (ZH)

12

Feb 26, 2026

82.04XFUN Avg. F1

5

Feb 26, 2026

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FUNSD SROIE CORD XFUND EPHOIE

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