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Papers Benchmarks Datasets Tasks

Citation Recommendation research benchmarks · SOTA2 Research

Citation Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RankGPT (GPT-5-nano)

73.8Accuracy

24

Feb 26, 2026

Scientific Paper Domains Overall (test)

73.6Precision@3

20

Feb 26, 2026

Scientific Paper Domains Social science (test)

0.756P@3

20

Feb 26, 2026

Scientific Paper Domains Natural science (test)

0.736P@3

20

Feb 26, 2026

AAN (ACL Anthology Network) (test)

88.8F1 Score

10

Feb 26, 2026

S2orc (Semantic Scholar Open Research Corpus) (test)

96.5F1 Score

8

Feb 26, 2026

OC (OpenCorpus) (test)

95.3F1 Score

8

Feb 26, 2026

24.01MRR

5

Mar 19, 2026

30.46MRR

5

Mar 19, 2026

32.57MRR

5

Mar 19, 2026

FullTextPeerRead

59.68MRR

5

Mar 19, 2026

50.31MRR

5

Mar 19, 2026

Microsoft Academic Graph (MAG) 1,000-paper (test)

alpha*BM25 + (1-alpha) * SBERT

47.43Recall@10

5

Feb 26, 2026

21.78Recall@5

5

Feb 26, 2026

arXiv HAtten (test)

29.05Recall@5

5

Feb 26, 2026

0.372Recall@5

5

Feb 26, 2026

FullTextPeerRead (test)

62.16Recall@5

5

Feb 26, 2026

0.53Recall@5

5

Feb 26, 2026

Popular datasets

Scientific Paper Domains ArXiv RefSeer ArSyTa ACL

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