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Papers Benchmarks Datasets Tasks

WikiPeople dataset and benchmarks · SOTA2 Research

Research Datasets

WikiPeople

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Entity Prediction

WikiPeople (all entities)

62MRR

43

Fact Generation (Arbitrary Masking)

WikiPeople

64.9Accuracy

26

Fact Generation (Targeted)

WikiPeople

60Accuracy

26

Fact Generation (Scratch)

WikiPeople

85.5Accuracy

26

Link Prediction

WikiPeople

75.2MRR

24

Entity Prediction

WikiPeople subject object

50.9MRR

14

Fact Generation

WikiPeople

35.1V&N Rate

13

Relation Prediction

WikiPeople

0.985MRR

11

Relation Prediction (all relations)

WikiPeople

0.96MRR

9

Link Prediction

WikiPeople 2.6% qualifier ratio (standard)

0.491MRR

9

Relation Prediction (main relation)

WikiPeople

0.957MRR

8

Fact Generation

WikiPeople (test)

85.5Accuracy

3

Link Prediction

WikiPeople (test)

0.522MRR

3

Popular tasks

Link Prediction Entity Prediction Fact Generation Relation Prediction Relation Prediction (main relation)

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