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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 18 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.53AUC-ROC

10

May 12, 2026

99.53AUC

10

May 28, 2026

ANATOMY Uberon 10% normalized biomedical ontologies (test)

45.3F1 Score

10

Apr 15, 2026

Gene Ontology (GO) 10% normalized biomedical ontologies (test)

61.4F1 Score

10

Apr 15, 2026

GALEN 10% normalized biomedical ontologies (test)

24.2F1 Score

10

Apr 15, 2026

Contact transductive (test)

98.15AUC-ROC

10

Apr 14, 2026

UN Vote transductive (test)

0.86AUC-ROC

10

Apr 14, 2026

UN Trade transductive (test)

72.33AUC-ROC

10

Apr 14, 2026

US Legis. transductive (test)

86.38AUC-ROC

10

Apr 14, 2026

Can. Parl. transductive (test)

0.949AUC-ROC

10

Apr 14, 2026

Flights transductive (test)

98.74AUC-ROC

10

Apr 14, 2026

UCI transductive (test)

93.94AUC-ROC

10

May 18, 2026

Myket transductive (test)

86.37AUC-ROC

10

Apr 14, 2026

MOOC transductive (test)

0.929AUC-ROC

10

Apr 14, 2026

Reddit transductive (test)

99.47AUC-ROC

10

Apr 14, 2026

Wikipedia transductive (test)

98.68AUC-ROC

10

Apr 14, 2026

98.72AP

10

Apr 14, 2026

87.67AP

10

Apr 14, 2026

90.05AP

10

Apr 14, 2026

91.63AP

10

Apr 14, 2026

90.59Hits@10

10

Mar 18, 2026

Science4Cast SemanticGraph_delta_3_cutoff_0_minedge_1.pkl (test)

90.88AUC

10

Feb 26, 2026

95.48AUC

10

Feb 26, 2026

Amazon Computers

95.05AUC (%)

10

Feb 26, 2026

94.34AUC

10

Feb 26, 2026

Page 18 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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