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Papers Benchmarks Datasets Tasks

Knowledge Base Completion research benchmarks · SOTA2 Research

Knowledge Base Completion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

YAGO3-10 (test)

ComplEX-DURA-RSCF

0.589MRR

84

Jun 1, 2026

61.4MRR

16

Apr 8, 2026

58.8MRR

16

Apr 8, 2026

63MRR

16

Apr 8, 2026

0.603MRR

16

Apr 8, 2026

FB15k-237 Without mentions

Emb-E+Emb-DISTMULT

42.1MRR

8

Feb 26, 2026

FB15k-237 With mentions

Conv-E+Conv-DISTMULT

30MRR

8

Feb 26, 2026

Emb-E+Emb-DISTMULT

0.389MRR

8

Feb 26, 2026

77.2MRR

4

May 7, 2026

83.1MRR

4

May 7, 2026

Countries (val)

100ACC@S1

4

May 7, 2026

Popular datasets

FB15k-237 WebQSP CWQ FB15K YAGO3-10

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