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Link Prediction On Icews05 15 1

Metrics

MRR

Results

Performance results of various models on this benchmark

Paper Title
SPA0.713Search to Pass Messages for Temporal Knowledge Graph Completion
TLT-KGE(Quaternion)0.690Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
TNTComplEx (x10)0.67Tensor Decompositions for temporal knowledge base completion
RotateQVS0.633RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TimePlex0.632Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
TNTComplEx0.60Tensor Decompositions for temporal knowledge base completion
TeRo-Large0.534RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
ATiSE0.519RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DE-SimplE0.513RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
QuatE0.482RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TA-DistMult0.474RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DistMult0.456RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
HyTE0.316RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
RotatEYAGO3-100.304RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TransE0.294RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TTransE0.271RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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