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SotA/Graphs/Link Prediction/YAGO3-10

Link Prediction on YAGO3-10

Metric: Hits@1 (higher is better)

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#Model↕Hits@1▼Extra DataPaperDate↕Code
1MEIM0.514NoMEIM: Multi-partition Embedding Interaction Beyo...2022-09-30Code
2ComplEx-DURA (large model)0.511NoDuality-Induced Regularizer for Tensor Factoriza...2020-11-11Code
3CP-DURA (large model)0.506NoDuality-Induced Regularizer for Tensor Factoriza...2020-11-11Code
4MEI0.505NoMulti-Partition Embedding Interaction with Block...2020-06-29Code
5RefE0.503NoLow-Dimensional Hyperbolic Knowledge Graph Embed...2020-05-01Code
6BoxE0.494NoBoxE: A Box Embedding Model for Knowledge Base C...2020-07-13Code
7SAFRAN (white box, rule based)0.492NoSAFRAN: An interpretable, rule-based link predic...2021-09-16Code
8NBFNet0.48NoNeural Bellman-Ford Networks: A General Graph Ne...2021-06-13Code
9A*Net0.47No---
10DensE0.465NoDensE: An Enhanced Non-commutative Representatio...2020-08-11Code
11HAKE0.462NoLearning Hierarchy-Aware Knowledge Graph Embeddi...2019-11-21Code
12InteractE0.462NoInteractE: Improving Convolution-based Knowledge...2019-11-01Code
13Rot-Pro0.443NoRot-Pro: Modeling Transitivity by Projection in ...2021-10-27Code
14DihEdral0.381NoRelation Embedding with Dihedral Group in Knowle...2019-06-03-