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Papers Benchmarks Datasets Tasks

Link Prediction research benchmarks – Page 23 · SOTA2 Research

Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

95.62AP

8

Apr 27, 2026

74.46Hits@10

8

Mar 18, 2026

81.9Accuracy

8

Mar 4, 2026

UNVote converted link prediction (test)

0.952NDCG@10

8

Feb 26, 2026

UNVote converted link prediction (val)

0.969NDCG@10

8

Feb 26, 2026

USLegis converted link prediction (test)

34.7NDCG@10

8

Feb 26, 2026

USLegis converted link prediction (val)

0.331NDCG@10

8

Feb 26, 2026

Wikipedia converted link prediction (test)

57.3NDCG@10

8

Feb 26, 2026

Wikipedia converted link prediction (val)

0.564NDCG@10

8

Feb 26, 2026

0.359MRR

8

May 8, 2026

98.39AUC

8

Feb 26, 2026

0.99AUC

8

Feb 26, 2026

42MR

8

Feb 26, 2026

Link Shift 0.8 synthetic (test)

78.01AUC

8

Feb 26, 2026

Link Shift 0.6 synthetic (test)

0.847AUC

8

Feb 26, 2026

Link Shift 0.4 synthetic (test)

85.95AUC

8

Feb 26, 2026

0.787AUC

8

Feb 26, 2026

84.09AUC

8

Feb 26, 2026

39.52P@1

8

Feb 26, 2026

77.86P@1

8

Feb 26, 2026

67MRR

8

Feb 26, 2026

LiveJournal (test)

0.749MRR

8

Feb 26, 2026

98.34AUC

8

Feb 26, 2026

SBM synthetic (test)

0.965Average MAP

8

Feb 26, 2026

FB15k-237 reduced (test)

0.249MRR (Filtered)

8

Feb 26, 2026

Page 23 of 39

Popular datasets

Cora WN18RR Citeseer FB15K Pubmed

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