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link-prediction-on-icews05-15-1
Link Prediction
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Code
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ModelName
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Search to Pass Messages for Temporal Knowledge Graph Completion
✓ Link
0.713
SPA
2022-10-30
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
✓ Link
0.690
TLT-KGE(Quaternion)
2022-10-17
Tensor Decompositions for temporal knowledge base completion
✓ Link
0.67
TNTComplEx (x10)
2020-04-10
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.633
RotateQVS
2022-03-15
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
✓ Link
0.632
TimePlex
2020-05-02
Tensor Decompositions for temporal knowledge base completion
✓ Link
0.60
TNTComplEx
2020-04-10
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
0.519
ATiSE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.513
DE-SimplE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.482
QuatE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.474
TA-DistMult
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.456
DistMult
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.316
HyTE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.304
RotatEYAGO3-10
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.294
TransE
2022-03-15
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
0.271
TTransE
2022-03-15