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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 36 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FB15k237_50 transductive (test)

0.325MRR

3

Feb 26, 2026

FB15k237 20 transductive (test)

0.274MRR

3

Feb 26, 2026

NELL23k transductive (test)

26.8MRR

3

Feb 26, 2026

WDsinger transductive (test)

0.417MRR

3

Feb 26, 2026

NELL-995 transductive (test)

Supervised SOTA

0.543MRR

3

Feb 26, 2026

CoDEx Small transductive (test)

49MRR

3

Feb 26, 2026

NL-0 inductive (e, r) (test)

0.342MRR

3

Feb 26, 2026

NL-50 inductive (e, r) (test)

41.8MRR

3

Feb 26, 2026

NL-75 inductive (e, r) (test)

37.4MRR

3

Feb 26, 2026

NL-100 inductive (e, r) (test)

0.471MRR

3

Feb 26, 2026

WK-50 inductive (e, r) (test)

0.166MRR

3

Feb 26, 2026

WK-75 inductive (e, r) (test)

0.38MRR

3

Feb 26, 2026

WK-100 inductive (e, r) (test)

16.8MRR

3

Feb 26, 2026

FB-25 inductive (e, r) (test)

0.388MRR

3

Feb 26, 2026

FB-50 inductive (e, r) (test)

33.8MRR

3

Feb 26, 2026

FB-75 inductive (e, r) (test)

0.403MRR

3

Feb 26, 2026

FB-100 inductive (e, r) (test)

0.449MRR

3

Feb 26, 2026

ILPC Large inductive (e) (test)

0.308MRR

3

Feb 26, 2026

ILPC Small inductive (e) (test)

0.303MRR

3

Feb 26, 2026

NELL inductive (e) V4 (test)

47.9MRR

3

Feb 26, 2026

NELL inductive e V3 (test)

56.3MRR

3

Feb 26, 2026

NELL inductive (e) V2 (test)

0.575MRR

3

Feb 26, 2026

NELL inductive V1 (e) (test)

0.785MRR

3

Feb 26, 2026

FB inductive (e) V4 (test)

49.6MRR

3

Feb 26, 2026

FB inductive (e) V3 (test)

0.504MRR

3

Feb 26, 2026

Page 36 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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