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 31 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.106MRR

5

Feb 26, 2026

Alibaba Full-scale (test)

84.2ROC AUC

5

Feb 26, 2026

97.64AUC

5

Feb 26, 2026

BlogCatalog (50% test)

98.1AUC

5

Feb 26, 2026

arXiv (50% test)

99.4AUC

5

Feb 26, 2026

Countries (test)

100AUC-PR (S1)

5

Feb 26, 2026

arXiv-GrQc (test)

84.9Accuracy

5

Feb 26, 2026

arXiv-AstroPh (test)

85.5Accuracy

5

Feb 26, 2026

89MRR

5

Feb 26, 2026

Bilinear-diag (DISTMULT)

0.36MRR

5

Feb 26, 2026

Digg 90% missing

92.3AUC

4

Jun 5, 2026

Digg Comment Prediction 90% missing

89.1AUC

4

Jun 5, 2026

UCLAF 90% missing

93.9AUC

4

Jun 5, 2026

UCLAF 80% missing

96.2AUC

4

Jun 5, 2026

UCLAF 60% missing

98.1AUC

4

Jun 5, 2026

0.97AUC

4

May 26, 2026

CoDEx-L v1 (test)

0.297MRR

4

May 19, 2026

socfb-American75

SPECTRA (η = 0)

95.5AUC-ROC

4

May 13, 2026

Wikidata5M InstructGraph (test)

26Accuracy

4

May 12, 2026

drug repurposing

Adaptive Explanations

0.358Hits@1

4

Mar 24, 2026

49.79Parameters (M)

4

Mar 6, 2026

Citation2 (test)

0.466Hits@10

4

Feb 26, 2026

Baby 10:1 negative sampling

76.45Macro F1

4

Feb 26, 2026

Baby 1:1 negative sampling

79.17Macro F1

4

Feb 26, 2026

Last.FM 10:1 negative sampling

77.26Macro-F1

4

Feb 26, 2026

Page 31 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

Follow for updates

Join SOTA2 Contact