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Papers Benchmarks Datasets Tasks

Temporal Entity Alignment research benchmarks · SOTA2 Research

Temporal Entity Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YAGO-WIKI50K 1K

97.9MRR

11

May 19, 2026

0.961MRR

11

May 19, 2026

YAGO-WIKI50K 5K

99MRR

10

May 19, 2026

96.1MRR

10

May 19, 2026

BETA (30% seeds)

72H@1

10

May 19, 2026

BETA (10% seeds)

70.7Hits@1

10

May 19, 2026

YAGO-WIKI180K Dense-tem (6.6%) 2000 seeds

97.1MRR

10

May 19, 2026

YAGO-WIKI180K Sparse-tem (43%) 2000 seeds

66.9MRR

10

May 19, 2026

YAGO-WIKI180K Non-tem (50.4%) 2000 seeds

0.232MRR

10

May 19, 2026

YAGO-WIKI180K 2000 seeds (All)

46.8MRR

10

May 19, 2026

Popular datasets

YAGO-WIKI Beta DICEWS YAGO-WIKI50K

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