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YAGO3-10
Link Prediction on YAGO3-10
Metric: Hits@1 (higher is better)
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Dataset
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Results
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#
Model
↕
Hits@1
▼
Extra Data
Paper
Date
↕
Code
1
MEIM
0.514
No
MEIM: Multi-partition Embedding Interaction Beyo...
2022-09-30
Code
2
ComplEx-DURA (large model)
0.511
No
Duality-Induced Regularizer for Tensor Factoriza...
2020-11-11
Code
3
CP-DURA (large model)
0.506
No
Duality-Induced Regularizer for Tensor Factoriza...
2020-11-11
Code
4
MEI
0.505
No
Multi-Partition Embedding Interaction with Block...
2020-06-29
Code
5
RefE
0.503
No
Low-Dimensional Hyperbolic Knowledge Graph Embed...
2020-05-01
Code
6
BoxE
0.494
No
BoxE: A Box Embedding Model for Knowledge Base C...
2020-07-13
Code
7
SAFRAN (white box, rule based)
0.492
No
SAFRAN: An interpretable, rule-based link predic...
2021-09-16
Code
8
NBFNet
0.48
No
Neural Bellman-Ford Networks: A General Graph Ne...
2021-06-13
Code
9
A*Net
0.47
No
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-
-
10
DensE
0.465
No
DensE: An Enhanced Non-commutative Representatio...
2020-08-11
Code
11
HAKE
0.462
No
Learning Hierarchy-Aware Knowledge Graph Embeddi...
2019-11-21
Code
12
InteractE
0.462
No
InteractE: Improving Convolution-based Knowledge...
2019-11-01
Code
13
Rot-Pro
0.443
No
Rot-Pro: Modeling Transitivity by Projection in ...
2021-10-27
Code
14
DihEdral
0.381
No
Relation Embedding with Dihedral Group in Knowle...
2019-06-03
-