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MAVEN-ERE dataset and benchmarks · SOTA2 Research

Research Datasets

MAVEN-ERE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Event Relation Extraction

MAVEN-ERE 1.0 (test)

56.8Micro F1

44

Trigger classification

MAVEN-ERE (val)

78.82Precision

18

Evidence-certified ranking

MAVEN-ERE (test)

71NDCG@10

11

Temporal relation extraction

MAVEN-ERE (val)

49.91F1 Score

6

Event Causality Identification

MAVEN-ERE

84.69CHR

4

Subevent relation extraction

MAVEN-ERE (val)

0.22F1 Score

4

Causal relation extraction

MAVEN-ERE (val)

29.91F1

4

Popular tasks

Event causality identification Trigger Classification Temporal relation extraction Causal relation extraction Subevent relation extraction

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