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Citation Identification research benchmarks · SOTA2 Research

Citation Identification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LaMP Citation Identification (test)

69.32Accuracy

8

Apr 27, 2026

60Accuracy

7

Jun 4, 2026

LaMP-1 (random)

58.3Accuracy

7

Jun 4, 2026

LaMP-1 1.0 (test)

In-Prompt Augmentation

63.6Accuracy

4

Feb 26, 2026

LaMP-1 Personalized Citation Identification 1.0 (test user-based separation)

In-Prompt Augmentation

69.9Accuracy

4

Feb 26, 2026

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