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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 5 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MOOC (inductive)

97.97AUC-ROC

25

May 22, 2026

93.5Accuracy

25

Jun 11, 2026

97.3AUC

25

May 28, 2026

95.56AUC

25

Jun 11, 2026

99.24AUC

25

May 28, 2026

CarPed180K (test)

83.1PR-AUC

24

Jun 30, 2026

CarPed35K (test)

83.8PR-AUC

24

Jun 30, 2026

Trans. with X-LogSMask

71.5MRR

24

Jul 3, 2026

75.2MRR

24

Mar 9, 2026

E.coli without node attributes (50% observed links)

96.36AP

24

Feb 26, 2026

Router 50% observed links without node attributes

89.21AP

24

Feb 26, 2026

Power 50% observed links without node attributes

69.79AP

24

Feb 26, 2026

C.ele 50% observed links without node attributes

86.49AP

24

Feb 26, 2026

Yeast without node attributes (50% observed links)

96.15AP

24

Feb 26, 2026

PB without node attributes (50% observed links)

94.22AP

24

Feb 26, 2026

NS 50% observed links without node attributes

92.33AP

24

Feb 26, 2026

USAir without node attributes (50% observed links)

95.87AP

24

Feb 26, 2026

WN18RR v1 (test)

0.742MRR

24

Feb 26, 2026

MOOC (transductive)

97.01AP

23

May 18, 2026

FB15k-237 v1 (test)

0.594Hit@10

23

Feb 26, 2026

96.27Accuracy

22

Jun 19, 2026

0.759MRR

22

Mar 9, 2026

Citeseer-L (test)

96.8AUC (%)

22

Feb 26, 2026

84.2AUC

22

Feb 26, 2026

ogbl-ddi (official)

94.43Hits@20

22

Feb 26, 2026

Page 5 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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