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Temporal Link Prediction research benchmarks – Page 3 · SOTA2 Research

Temporal Link Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YAGO15K filtered (test)

TNTComplEx+Np/Lp

37.05MRR

10

Mar 10, 2026

WIKIDATA Interpolation 12k (test)

0.251Hits@1

10

Feb 26, 2026

YAGO Interpolation 11k (test)

17.35Hits@1

10

Feb 26, 2026

90.5AP (%)

9

Jul 7, 2026

WIKI public (test)

Knowledge Distillation for Temporal Knowledge Graph Reasoning

0.46MRR

8

Feb 26, 2026

YAGO public (test)

61.9MRR

8

Feb 26, 2026

98.82AP

6

Jul 7, 2026

TGB thgl-software v2 (test)

73.1MRR

6

Jun 11, 2026

Bitcoin-Alpha (test)

82AP

5

Jun 29, 2026

WSDM Cup '22 Dataset A Final Leaderboard (test)

0.666Final AUC

5

Feb 26, 2026

Reddit (transductive)

99.82AUC-ROC

4

May 26, 2026

Enron (inductive)

91.88AP

3

May 26, 2026

UCI transductive

98.68AUC-ROC

3

May 26, 2026

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