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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 17 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

99.51AP

11

Feb 26, 2026

71.41Hits@50

11

Feb 26, 2026

75.49Hits@50

11

Feb 26, 2026

DBpedia Hungarian (HU)

mKGC with Knowledge Constraints

3,091Hits@1

11

Feb 27, 2026

AS real-world (test)

dyngraph2vecAERNN

38.01Avg MAP

11

Feb 26, 2026

Hep-th real-world (test)

dyngraph2vecAERNN

73.9Avg MAP

11

Feb 26, 2026

INT probe (test)

Local Path Index

0.632AUC

11

Feb 26, 2026

PB (test probe)

Local Path Index

93.6AUC

11

Feb 26, 2026

Grid probe (test)

Local Path Index

0.639AUC

11

Feb 26, 2026

NS (test and probe)

Local Path Index

93.8AUC

11

Feb 26, 2026

PPI (test and probe set)

Local Path Index

0.939AUC

11

Feb 26, 2026

ogbl-ppa (official)

78.41Hits@100

11

Feb 26, 2026

ogbl-collab (official)

0.67Hits@50

11

Feb 26, 2026

Pubmed Planetoid (70%-10%-20% train-val-test)

0.801Hits@100

11

Feb 26, 2026

Citeseer Planetoid (70%-10%-20% train-val-test)

92.93Hits@100

11

Feb 26, 2026

Cora Planetoid (70%-10%-20% train-val-test)

89.05Hits@100

11

Feb 26, 2026

74.32AUC

10

Jul 1, 2026

0.658Accuracy

10

Jun 19, 2026

66.22AUC

10

Jun 4, 2026

93.88AUC

10

Jun 4, 2026

83.8AUC

10

May 28, 2026

94.8AUC

10

May 28, 2026

92AUC

10

May 28, 2026

94.47AP

10

May 20, 2026

97.28AP

10

May 20, 2026

Page 17 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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