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SotA/Graphs/Link Prediction/Wikidata5M

Link Prediction on Wikidata5M

Metric: Hits@1 (higher is better)

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#Model↕Hits@1▼Extra DataPaperDate↕Code
1MoCoKGC0.435No---
2KGT5-context + Description0.406NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
3KGT5 + Description0.357NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
4KGT5-context0.35NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
5SimKGC + Description0.313NoSimKGC: Simple Contrastive Knowledge Graph Compl...2022-03-04Code
6KGT5 ComplEx Ensemble0.282NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
7KGT50.267NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
8ComplEx0.255No--Code
9SimplE0.252NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
10RotatE0.234NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
11ComplEx0.228NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
12DistMult0.208NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
13KEPLER-Wiki-rel0.173NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
14TransE0.17NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code