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Papers Benchmarks Datasets Tasks

Event relation extraction research benchmarks · SOTA2 Research

Event relation extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MAVEN-ERE 1.0 (test)

56.8Micro F1

44

Feb 26, 2026

Causal-TimeBank 1.0 (test)

31Micro F1

43

Feb 26, 2026

25.15F1 Score

8

Feb 26, 2026

40.91F1 Score

8

Feb 26, 2026

42.68F1 Score

8

Feb 26, 2026

54.3F1 Score

8

Feb 26, 2026

ONTOEVENT-DOC (test)

54.19F1 Score

2

Feb 26, 2026

Popular datasets

MAVEN Causal-TimeBank MAVEN-ERE ONTOEVENT-DOC HiEvent

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