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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 26 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HUMAN PPI δ = 1 (test)

0.845ROC AUC

7

Feb 26, 2026

DISEASE-M δ = 0 (test)

0.781ROC AUC

7

Feb 26, 2026

FB15K filtered (test)

0.857MRR

7

Feb 26, 2026

WN18 filtered (test)

95.3MRR

7

Feb 26, 2026

97.22AUC

7

Feb 26, 2026

0.957AUC

7

Feb 26, 2026

0.918AUC

7

Feb 26, 2026

89.54AUC

7

Feb 26, 2026

97.2AUC

7

Feb 26, 2026

0.95AUC

7

Feb 26, 2026

97.71AUC

7

Feb 26, 2026

Power 90/10 (train)

91AP

7

Feb 26, 2026

C.ele 90/10 (train)

88.81AP

7

Feb 26, 2026

Yeast 90/10 (train)

97.95AP

7

Feb 26, 2026

ogbl-ddi OOD Inductive Nte = 3840 (test)

57.97Hit Rate @ 10

7

Feb 26, 2026

ogbl-ddi In-distribution, Inductive, Nte = Ntr (test)

56.45Hits@10

7

Feb 26, 2026

ogbl-ddi In-distribution Transductive (test)

38.6Hit Rate@10

7

Feb 26, 2026

BOOK HISTORY (unseen)

72.2AUC

6

Jun 23, 2026

Goodreads Cross-Domain (test)

65.2Link Prediction

6

Jun 11, 2026

66.1Accuracy

6

Jun 11, 2026

87.37Accuracy

6

Jun 11, 2026

0.418Mean Reciprocal Rank (MRR)

6

Jun 9, 2026

Perception Subgraph GP (20% test)

86.52FCA

6

May 26, 2026

80.38Hits@K

6

May 25, 2026

87.68Hits@K

6

May 25, 2026

Page 26 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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