Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Graphs
/
Link Prediction
/
YAGO3-10
Link Prediction on YAGO3-10
Metric: Hits@1 (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
Hits@1 (best first)
Hits@1 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
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
-
-
-
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
-
#1
MEIM
SOTA
0.514
Hits@1
· 2022-09-30
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction
Code
#2
ComplEx-DURA (large model)
SOTA
0.511
Hits@1
· 2020-11-11
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion
Code
#3
CP-DURA (large model)
0.506
Hits@1
· 2020-11-11
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion
Code
#4
MEI
SOTA
0.505
Hits@1
· 2020-06-29
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
Code
#5
RefE
SOTA
0.503
Hits@1
· 2020-05-01
Low-Dimensional Hyperbolic Knowledge Graph Embeddings
Code
#6
BoxE
0.494
Hits@1
· 2020-07-13
BoxE: A Box Embedding Model for Knowledge Base Completion
Code
#7
SAFRAN (white box, rule based)
0.492
Hits@1
· 2021-09-16
SAFRAN: An interpretable, rule-based link prediction method outperforming embedding models
Code
#8
NBFNet
0.48
Hits@1
· 2021-06-13
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
Code
#9
A*Net
0.47
Hits@1
No paper
#10
DensE
0.465
Hits@1
· 2020-08-11
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy
Code
#11
HAKE
0.462
Hits@1
· 2019-11-21
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
Code
#12
InteractE
SOTA
0.462
Hits@1
· 2019-11-01
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Code
#13
Rot-Pro
0.443
Hits@1
· 2021-10-27
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
Code
#14
DihEdral
SOTA
0.381
Hits@1
· 2019-06-03
Relation Embedding with Dihedral Group in Knowledge Graph