Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 14 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Amazon product-category

14.03t(31)

12

Mar 10, 2026

Synthetic (test)

94NF (1)

12

Mar 5, 2026

90.86AUC

12

Feb 26, 2026

99.2AUC

12

Feb 26, 2026

98.1AUC

12

Feb 26, 2026

98.8AUC

12

Feb 26, 2026

CanParl (transductive)

98.46AP

12

Feb 26, 2026

CanParl (inductive)

90.85AP

12

Feb 26, 2026

ogbl-vessel (val)

0.984ROC AUC

12

Feb 26, 2026

ogbl-vessel (test)

98.38ROC AUC

12

Feb 26, 2026

85.9AUC

12

May 12, 2026

DBpedia-242 (test)

881MR

12

Feb 26, 2026

0.293Hits@3

12

May 11, 2026

0.124Hits@1

12

Feb 26, 2026

Router without node attributes (50% observed links)

88.13AUC

12

Feb 26, 2026

Power without node attributes (50% observed links)

67.72AUC

12

Feb 26, 2026

C.ele without node attributes (50% observed links)

87.83AUC

12

Feb 26, 2026

PB 50% observed links without node attributes

94.57AUC

12

Feb 26, 2026

NS 50% observed links without node attributes

0.91AUC

12

Feb 26, 2026

E.coli (90% observed links)

0.986AUC

12

Feb 26, 2026

Router 90% observed links

0.973AUC

12

Feb 26, 2026

Power (90% observed links)

92.56AUC

12

Feb 26, 2026

C.ele 90% observed links

0.928AUC

12

Feb 26, 2026

Yeast (90% observed links)

98.37AUC

12

Feb 26, 2026

PB 90% observed links

0.956AUC

12

Feb 26, 2026

Page 14 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

Follow for updates

Join SOTA2 Contact