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Link Prediction research benchmarks – Page 27 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

85.29Hits@K

6

May 25, 2026

95.1AUC

6

Apr 8, 2026

FB15k237 density 1.29 × 10−3 (test)

Supervised SOTA

0.599Hit@10

6

Apr 8, 2026

FB15k237 50 density 6.79 × 10−4 (test)

52.9Hit@10

6

Apr 8, 2026

FB15k237 20 density 3.14 × 10−4 (test)

43.6Hit@10

6

Apr 8, 2026

FB15k237 10 density 2.11 × 10−4 (test)

40.9Hit@10

6

Apr 8, 2026

80.53Hits@10

6

Mar 18, 2026

0.803Hits@10

6

Mar 18, 2026

GDP game–pattern

0.247Brier Score

6

Mar 10, 2026

0.841MRR

6

Mar 9, 2026

1.5Parameters

6

Mar 6, 2026

Flights converted link prediction (test)

0.499NDCG@10

6

Feb 26, 2026

Flights converted link prediction (val)

48.9NDCG@10

6

Feb 26, 2026

95MRR

6

Feb 26, 2026

0.923MRR

6

Apr 15, 2026

Facebook (last three snapshots)

91.03AUC

6

Feb 26, 2026

COLAB (last three snapshots)

0.883AUC

6

Feb 26, 2026

Enron (last three snapshots)

93.54AUC

6

Feb 26, 2026

44MRR

6

Feb 26, 2026

0.499MRR

6

Feb 26, 2026

89.53AUC

6

Feb 26, 2026

87.87AUC

6

Feb 26, 2026

OGBL-Citation2 v1 (test)

0.867MRR

6

Feb 26, 2026

Concept co-occurrence graph New Edges 2021

0.988Recall

6

Feb 26, 2026

Concept co-occurrence graph All Edges 2021

99.5Accuracy

6

Feb 26, 2026

Page 27 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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