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Papers Benchmarks Datasets Tasks

Temporal relation extraction research benchmarks · SOTA2 Research

Temporal relation extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

43.8F1 Score

8

Feb 26, 2026

56.8F1 Score

7

Mar 25, 2026

80.7F1 Score

7

Mar 25, 2026

MAVEN-ERE (val)

49.91F1 Score

6

Feb 26, 2026

ONTOEVENT-DOC (test)

65.69F1 Score

4

Feb 26, 2026

Popular datasets

MAVEN-ERE ONTOEVENT-DOC RED TDDAuto TDDMan

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