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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 12 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

57.3AUPRC

14

Feb 26, 2026

67.7AUPRC

14

Feb 26, 2026

0.609AUPRC

14

Feb 26, 2026

Amazon_Photo (test)

0.98AUC

14

Feb 26, 2026

57.36Precision@1

14

Feb 26, 2026

44.95PREC@1

14

Feb 26, 2026

71.22PREC@1

14

Feb 26, 2026

Freebase E = 10 (test)

0.678MRR

14

Feb 26, 2026

Wikidata5M (transductive)

14,454MR

14

Feb 26, 2026

4.62Precision@100

14

Feb 26, 2026

2.67Precision@100

14

Feb 26, 2026

2.5Precision@100

14

Feb 26, 2026

ICEWS05-15 (test)

61.2MRR

13

Jun 29, 2026

90.06HR@100

13

Mar 10, 2026

EIKE-PRE-EYE (bern)

18.1MRR (Raw)

13

Mar 10, 2026

Toys+Movies -> CDs zero-shot

82.5Accuracy (zero-shot)

13

Mar 6, 2026

Toys -> Movies zero-shot

86.6Accuracy (zero-shot)

13

Mar 6, 2026

43NF(1) Score

13

Mar 5, 2026

11NF(1)

13

Mar 5, 2026

86.81AUC

13

Feb 26, 2026

Twitter ptb_rate = 0.3 (noisy and incomplete)

3MRR

13

Feb 26, 2026

WN18RR inductive v1

94.9Hits@10

13

Jun 16, 2026

0.935AUC

13

Apr 23, 2026

Wikidata12k (test)

0.299MRR

12

Jun 29, 2026

0.189MRR

12

Jun 29, 2026

Page 12 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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