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Link Prediction On Gdelt

Metrics

MRR

Results

Performance results of various models on this benchmark

Paper Title
SPA0.36Search to Pass Messages for Temporal Knowledge Graph Completion
TLT-KGE(Quaternion)0.358Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
RotateQVS0.27RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
RotateQVS-Small0.259RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo-Large0.256RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo0.245RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DE-SimplE0.23RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TA-DistMult0.206RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DistMult0.196RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TTransE0.115RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TransE0.113RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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