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SotA/Graphs/Link Prediction/Wikidata5M

Link Prediction on Wikidata5M

Metric: MRR (higher is better)

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#Model↕MRR▼Extra DataPaperDate↕Code
1MoCoKGC0.49No---
2KGT5-context + Description0.426NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
3KGT5 + Description0.381NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
4KGT5-context0.378NoFriendly Neighbors: Contextualized Sequence-to-S...2023-05-22Code
5SimKGC + Description0.358NoSimKGC: Simple Contrastive Knowledge Graph Compl...2022-03-04Code
6KGT5 ComplEx Ensemble0.336NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
7ComplEx0.308No--Code
8KGT50.3NoSequence-to-Sequence Knowledge Graph Completion ...2022-03-19Code
9SimplE0.296NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
10RotatE0.29NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
11ComplEx0.281NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
12TransE0.253NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
13DistMult0.253NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code
14KEPLER-Wiki-rel0.21NoKEPLER: A Unified Model for Knowledge Embedding ...2019-11-13Code