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link-prediction-on-icews14-1
Link Prediction
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ModelName
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Search to Pass Messages for Temporal Knowledge Graph Completion
✓ Link
0.658
SPA
2022-10-30
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
✓ Link
0.634
TLT-KGE(Quaternion)
2022-10-17
Tensor Decompositions for temporal knowledge base completion
✓ Link
0.62
TNTComplEx (x10)
2020-04-10
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.591
RotateQVS
2022-03-15
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
✓ Link
0.589
TimePlex
2020-05-02
Tensor Decompositions for temporal knowledge base completion
✓ Link
0.56
TNTComplEx
2020-04-10
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.55
ATiSE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.534
TeRo-Large
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.526
DE-SimplE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.477
TA-DistMult
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.471
QuatE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.439
DistMult
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.418
RotatE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.297
HyTE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.28
TransE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.255
TTransE
2022-03-15