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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 30 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tree-of-Life (five-fold)

74.2Accuracy

5

Feb 26, 2026

FirstMM-DB (five-fold)

80.4Accuracy

5

Feb 26, 2026

FirstMM-DB (MG, SL)

74.2Accuracy

5

Feb 26, 2026

95.2F1 Score

5

Feb 26, 2026

85.7F1 Score

5

Feb 26, 2026

WD50K standard 13.6% qualifier ratio

0.349MRR

5

Feb 26, 2026

WD50K 100% facts with qualifiers

69.5MRR

5

Feb 26, 2026

WD50K 66% facts with qualifiers

51.1MRR

5

Feb 26, 2026

WD50K 33% facts with qualifiers

33.6MRR

5

Feb 26, 2026

Citeseer 85:5:10 (test)

92.28AUC

5

Feb 26, 2026

Cora 85:5:10 (test)

95.61AUC

5

Feb 26, 2026

Star 1000 (test)

100AUC

5

Feb 26, 2026

Hypercube (2^10) (test)

1AUC

5

Feb 26, 2026

2D-grid 50 x 50 (test)

99.86AUC

5

Feb 26, 2026

Triangle lattice 50 x 50 (test)

99.77AUC

5

Feb 26, 2026

DBpedia Japanese (JA)

20.6Hits@1

5

Feb 27, 2026

DBpedia Turkish (TR)

41.8Hits@1

5

Feb 27, 2026

DBpedia Estonian (ET)

25.8Hits@1

5

Feb 27, 2026

DBpedia Finnish (FI)

22.4Hits@1

5

Feb 27, 2026

DBpedia French (FR)

25Hits@1

5

Feb 27, 2026

DBpedia German (DE)

20.8Hits@1

5

Feb 27, 2026

DBpedia Italian (IT)

22.7Hits@1

5

Feb 27, 2026

DBpedia English (EN)

27.3Hits@1

5

Feb 27, 2026

oDistMult-ERAvg

0.256MRR

5

Feb 26, 2026

0.963MRR

5

Feb 26, 2026

Page 30 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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