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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 37 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FB inductive (e) V2 (test)

0.524MRR

3

Feb 26, 2026

FB inductive (e) V1 (test)

0.509MRR

3

Feb 26, 2026

WN inductive V4 e (test)

Supervised SOTA

0.661MRR

3

Feb 26, 2026

WN inductive (e) V3 (test)

Supervised SOTA

0.452MRR

3

Feb 26, 2026

WN inductive (e) V2 (test)

Supervised SOTA

0.704MRR

3

Feb 26, 2026

Hetionet (test)

0.479MRR

3

Feb 26, 2026

Link Prediction Model

82.7MRR

3

Feb 26, 2026

Aristo v4 (test)

31.1MRR

3

Feb 26, 2026

Network of co-authorship 892 nodes (50% missing values)

0.857Norm. Squared Frobenius Error

3

Feb 26, 2026

47.3Accuracy

2

Jun 11, 2026

42.4Accuracy

2

Jun 11, 2026

0.166Fid_alpha1 (+)

2

Jun 5, 2026

PGExplainerlink

0.132FID Alpha 1 (+)

2

Jun 5, 2026

PGExplainerlink

0.201FID alpha1

2

Jun 5, 2026

81.86MRR

2

Jun 1, 2026

socfb-Amherst41

SPECTRA (med dspec)

92.4AUC-ROC

2

May 13, 2026

0.764MRR

2

Apr 15, 2026

1MRR

2

Apr 15, 2026

NELL-995 inductive v4

69.63MRR

2

Feb 26, 2026

NELL-995 inductive v3

0.75MRR

2

Feb 26, 2026

NELL-995 inductive v2

0.697MRR

2

Feb 26, 2026

NELL-995 inductive v1

55.99MRR

2

Feb 26, 2026

FB15k-237 inductive v4

0.724MRR

2

Feb 26, 2026

FB15k-237 inductive v3

68.75MRR

2

Feb 26, 2026

FB15k-237 inductive (v1)

49.71MRR

2

Feb 26, 2026

Page 37 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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