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Link Prediction
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FB15k
Link Prediction on FB15k
Metric: Hits@3 (higher is better)
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Hits@3 (best first)
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Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
Hits@3
▼
Extra Data
Paper
Date
↕
Code
1
QuatE
0.859
No
Quaternion Knowledge Graph Embeddings
2019-04-23
Code
2
HHolE
0.848
No
Augmenting Compositional Models for Knowledge Ba...
2018-11-02
-
3
MEI-BTD
0.843
No
Multi-Partition Embedding Interaction with Block...
2020-06-29
Code
4
SEEK
0.841
No
SEEK: Segmented Embedding of Knowledge Graphs
2020-05-02
Code
5
TuckER
0.833
No
TuckER: Tensor Factorization for Knowledge Graph...
2019-01-28
Code
6
RotatE
0.83
No
RotatE: Knowledge Graph Embedding by Relational ...
2019-02-26
Code
7
pRotatE
0.829
No
RotatE: Knowledge Graph Embedding by Relational ...
2019-02-26
Code
8
HypER
0.829
No
Hypernetwork Knowledge Graph Embeddings
2018-08-21
Code
9
ConvR
0.826
No
-
-
-
10
JoBi ComplEx
0.824
No
Using Pairwise Occurrence Information to Improve...
2019-10-25
-
11
SimplE
0.818
No
GraphVite: A High-Performance CPU-GPU Hybrid Sys...
2019-03-02
Code
12
SimplE
0.773
No
SimplE Embedding for Link Prediction in Knowledg...
2018-02-13
Code
13
Relational-GCN
0.76
No
-
-
-
14
Complex
0.759
No
Knowledge Graph Completion via Complex Tensor Fa...
2017-02-22
Code
15
ConvE
0.723
No
Convolutional 2D Knowledge Graph Embeddings
2017-07-05
Code
16
Inverse Model
0.659
No
Convolutional 2D Knowledge Graph Embeddings
2017-07-05
Code
#1
QuatE
SOTA
0.859
Hits@3
· 2019-04-23
Quaternion Knowledge Graph Embeddings
Code
#2
HHolE
SOTA
0.848
Hits@3
· 2018-11-02
Augmenting Compositional Models for Knowledge Base Completion Using Gradient Representations
#3
MEI-BTD
0.843
Hits@3
· 2020-06-29
Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion
Code
#4
SEEK
0.841
Hits@3
· 2020-05-02
SEEK: Segmented Embedding of Knowledge Graphs
Code
#5
TuckER
0.833
Hits@3
· 2019-01-28
TuckER: Tensor Factorization for Knowledge Graph Completion
Code
#6
RotatE
0.83
Hits@3
· 2019-02-26
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Code
#7
pRotatE
0.829
Hits@3
· 2019-02-26
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
Code
#8
HypER
SOTA
0.829
Hits@3
· 2018-08-21
Hypernetwork Knowledge Graph Embeddings
Code
#9
ConvR
0.826
Hits@3
No paper
#10
JoBi ComplEx
0.824
Hits@3
· 2019-10-25
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
#11
SimplE
0.818
Hits@3
· 2019-03-02
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
Code
#12
SimplE
SOTA
0.773
Hits@3
· 2018-02-13
SimplE Embedding for Link Prediction in Knowledge Graphs
Code
#13
Relational-GCN
0.76
Hits@3
No paper
#14
Complex
SOTA
0.759
Hits@3
· 2017-02-22
Knowledge Graph Completion via Complex Tensor Factorization
Code
#15
ConvE
0.723
Hits@3
· 2017-07-05
Convolutional 2D Knowledge Graph Embeddings
Code
#16
Inverse Model
0.659
Hits@3
· 2017-07-05
Convolutional 2D Knowledge Graph Embeddings
Code