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Papers Benchmarks Datasets Tasks

Citation Intent Classification research benchmarks · SOTA2 Research

Citation Intent Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

54.5Average Accuracy

24

Feb 26, 2026

0.901Spearman Correlation

23

Feb 26, 2026

88.93Macro F1

14

Feb 26, 2026

ISS(Large-scale)

74.53Macro F1

13

Feb 26, 2026

OARelatedWork (test)

72.8Background Precision

6

Jul 7, 2026

SS-CGAN + SciBERT

81.75F1 Score

6

Feb 26, 2026

3C Shared Task Best Submission

27F1 Score

4

Feb 26, 2026

3C Shared Task Best Submission

0.339F1 Score

4

Feb 26, 2026

68.39F1 (Macro)

3

Feb 26, 2026

Popular datasets

SciCite ACL-ARC 3C ACL OARelatedWork

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