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Datasets/Wikidata5M

Wikidata5M

Introduced 2019-11-13

Wikidata5m is a million-scale knowledge graph dataset with aligned corpus. This dataset integrates the Wikidata knowledge graph and Wikipedia pages. Each entity in Wikidata5m is described by a corresponding Wikipedia page, which enables the evaluation of link prediction over unseen entities.

The dataset is distributed as a knowledge graph, a corpus, and aliases. We provide both transductive and inductive data splits used in the original paper.

Benchmarks

Link Prediction/MRRLink Prediction/Hits@10Link Prediction/Hits@1Link Prediction/Hits@3

Related Benchmarks

Wikidata5M-SI/Link Prediction/0-shot MRRWikidata5M-SI/Link Prediction/1-shot MRRWikidata5M-SI/Link Prediction/10-shot MRRWikidata5m-ind/Inductive knowledge graph completion/Hits@1Wikidata5m-ind/Inductive knowledge graph completion/Hits@10Wikidata5m-ind/Inductive knowledge graph completion/Hits@3Wikidata5m-ind/Inductive knowledge graph completion/MRRWikidata5m-ind/Knowledge Graph Completion/Hits@1Wikidata5m-ind/Knowledge Graph Completion/Hits@10Wikidata5m-ind/Knowledge Graph Completion/Hits@3Wikidata5m-ind/Knowledge Graph Completion/MRRWikidata5m-ind/Knowledge Graphs/Hits@1Wikidata5m-ind/Knowledge Graphs/Hits@10Wikidata5m-ind/Knowledge Graphs/Hits@3Wikidata5m-ind/Knowledge Graphs/MRRWikidata5m-ind/Large Language Model/Hits@1Wikidata5m-ind/Large Language Model/Hits@10Wikidata5m-ind/Large Language Model/Hits@3Wikidata5m-ind/Large Language Model/MRR

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Papers
54
Benchmarks
4

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Link Prediction