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Wikidata5M
Link Prediction on Wikidata5M
Metric: MRR (higher is better)
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Model name (A→Z)
#
Model
↕
MRR
▼
Extra Data
Paper
Date
↕
Code
1
MoCoKGC
0.49
No
-
-
-
2
KGT5-context + Description
0.426
No
Friendly Neighbors: Contextualized Sequence-to-S...
2023-05-22
Code
3
KGT5 + Description
0.381
No
Friendly Neighbors: Contextualized Sequence-to-S...
2023-05-22
Code
4
KGT5-context
0.378
No
Friendly Neighbors: Contextualized Sequence-to-S...
2023-05-22
Code
5
SimKGC + Description
0.358
No
SimKGC: Simple Contrastive Knowledge Graph Compl...
2022-03-04
Code
6
KGT5 ComplEx Ensemble
0.336
No
Sequence-to-Sequence Knowledge Graph Completion ...
2022-03-19
Code
7
ComplEx
0.308
No
-
-
Code
8
KGT5
0.3
No
Sequence-to-Sequence Knowledge Graph Completion ...
2022-03-19
Code
9
SimplE
0.296
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
10
RotatE
0.29
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
11
ComplEx
0.281
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
12
TransE
0.253
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
13
DistMult
0.253
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
14
KEPLER-Wiki-rel
0.21
No
KEPLER: A Unified Model for Knowledge Embedding ...
2019-11-13
Code
#1
MoCoKGC
0.49
MRR
No paper
#2
KGT5-context + Description
SOTA
0.426
MRR
· 2023-05-22
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction
Code
#3
KGT5 + Description
0.381
MRR
· 2023-05-22
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction
Code
#4
KGT5-context
0.378
MRR
· 2023-05-22
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction
Code
#5
SimKGC + Description
SOTA
0.358
MRR
· 2022-03-04
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
Code
#6
KGT5 ComplEx Ensemble
0.336
MRR
· 2022-03-19
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Code
#7
ComplEx
0.308
MRR
No paper
Code
#8
KGT5
0.3
MRR
· 2022-03-19
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Code
#9
SimplE
SOTA
0.296
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code
#10
RotatE
0.29
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code
#11
ComplEx
0.281
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code
#12
TransE
0.253
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code
#13
DistMult
0.253
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code
#14
KEPLER-Wiki-rel
0.21
MRR
· 2019-11-13
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation
Code