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Link Prediction On Icews14 1

評価指標

MRR

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

Paper Title
SPA0.658Search to Pass Messages for Temporal Knowledge Graph Completion
TLT-KGE(Quaternion)0.634Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
TNTComplEx (x10)0.62Tensor Decompositions for temporal knowledge base completion
RotateQVS0.591RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TimePlex0.589Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
TNTComplEx0.56Tensor Decompositions for temporal knowledge base completion
ATiSE0.55RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo-Large0.534RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DE-SimplE0.526RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TA-DistMult0.477RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
QuatE0.471RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DistMult0.439RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
RotatE0.418RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
HyTE0.297RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TransE0.28RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TTransE0.255RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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Link Prediction On Icews14 1 | SOTA | HyperAI超神経