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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 21 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Myket (inductive)

77.71AUC-ROC

9

Apr 14, 2026

Contact inductive (test)

97.71AP

9

Apr 14, 2026

UN Vote inductive (test)

78.07AP

9

Apr 14, 2026

UN Trade inductive (test)

64.26AP

9

Apr 14, 2026

US Legis. inductive (test)

77.52AP

9

Apr 14, 2026

Can. Parl. inductive (test)

81.86AP

9

Apr 14, 2026

Flights inductive (test)

97.43AP

9

Apr 14, 2026

Myket inductive (test)

80.58AP

9

Apr 14, 2026

MOOC inductive (test)

90.59AP

9

Apr 14, 2026

Wikipedia inductive (test)

98.35AP

9

Apr 14, 2026

90.5Micro-F1

9

Mar 4, 2026

74.76Micro-F1

9

Mar 4, 2026

91.68Accuracy

9

Feb 26, 2026

89.67Hits@1

9

Feb 26, 2026

LastFM HGB (test)

69.25ROC-AUC

9

Feb 26, 2026

Amazon HGB (test)

0.941ROC-AUC

9

Feb 26, 2026

1MRR

9

May 8, 2026

10.6MRR

9

May 8, 2026

0.049MRR

9

May 8, 2026

0.054MRR

9

May 8, 2026

6.7MRR

9

May 8, 2026

JF17K 45.9% qualifier ratio

0.589MRR

9

Feb 26, 2026

WikiPeople 2.6% qualifier ratio (standard)

0.491MRR

9

Feb 26, 2026

ogbl-ddi (test and val)

0.928Hits@20 (Test)

9

Feb 26, 2026

WN18RR (unseen entities)

12.04Hits@1

9

Feb 26, 2026

Page 21 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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