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Codesota · Tasks · Knowledge Graph CompletionHome/Tasks/Knowledge Base/Knowledge Graph Completion

Knowledge Graph Completion.

Predicting missing links in knowledge graphs.

1
Datasets
3
Results
mrr
Canonical metric
§ 02 · Canonical benchmark

The reference dataset.

FB15k-237

Subset of Freebase with 14,541 entities and 237 relations. Inverse-relation leakage removed vs original FB15k. Standard link-prediction / KG completion benchmark, evaluated by filtered MRR and Hits@10.

Primary metric: mrr
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§ 03 · Top 10

Leading models.

Leading models on FB15k-237.

#ModelmrrYearSource
NBFNet0.4152026paper ↗
2ULTRA0.3682026paper ↗
3RotatE0.3382026paper ↗

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§ 04 · All datasets

Tracked datasets.

1 dataset tracked for this task.

FB15k-237
CANONICAL
3 results · mrr
Top: NBFNet 0.415
§ 05 · Related tasks

Other tasks in Knowledge Base.

Entity LinkingRelation Extraction
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