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SotA/Graphs/Link Prediction/Wikidata5M

Link Prediction on Wikidata5M

Metric: Hits@3 (higher is better)

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#Model↕Hits@3▼Extra DataPaperDate↕Code
1MoCoKGC0.517No---
2KGT5-context + Description0.44NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
3KGT5 + Description0.397NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
4KGT5-context0.396NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
5SimKGC + Description0.376NoSimKGC: Simple Contrastive Knowledge Graph Compl...2022-03-04Code
6KGT5 ComplEx Ensemble0.362NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
7RotatE0.322NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
8KGT50.318NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
9SimplE0.317NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
10TransE0.311NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
11ComplEx0.31NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
12DistMult0.278NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
13KEPLER-Wiki-rel0.224NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code