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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 8 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Router 50% (train)

87.79AP

19

Feb 26, 2026

Power 50% links (train)

74.86AP

19

Feb 26, 2026

C.ele 50% links (train)

84.15AP

19

Feb 26, 2026

PB (50% train links)

93.42AP

19

Feb 26, 2026

NS 50% links (train)

95.31AP

19

Feb 26, 2026

USAir 50% links (train)

94.15AP

19

Feb 26, 2026

E.coli 90/10 split (train)

98.03AP

19

Feb 26, 2026

Router 90/10 (train)

96.23AP

19

Feb 26, 2026

PB 90/10 split (train)

94.55AP

19

Feb 26, 2026

NS 90/10 (train)

0.991AP

19

Feb 26, 2026

USAir 90/10 (train)

97.13AP

19

Feb 26, 2026

92.27Accuracy

18

Jun 19, 2026

92.27F1 Score

18

Jun 19, 2026

4.87NLL

18

Jun 2, 2026

4.34NLL

18

Jun 2, 2026

MKG-Y Equal split

31.46MRR

18

Apr 6, 2026

MKG-Y (Higher split)

32.85MRR

18

Apr 6, 2026

MKG-Y Entity split

0.252MRR

18

Apr 6, 2026

MKG-W Equal split

0.218MRR

18

Apr 6, 2026

MKG-W (Higher split)

29.53MRR

18

Apr 6, 2026

MKG-W (Entity split)

27.12MRR

18

Apr 6, 2026

DB15K Equal split

23.05MRR

18

Apr 6, 2026

DB15K Higher split

0.261MRR

18

Apr 6, 2026

DB15K Entity split

28.56MRR

18

Apr 6, 2026

0.578MRR

18

Mar 4, 2026

Page 8 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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