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홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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Link Prediction On Icews05 15 1

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MRR

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이 벤치마크에서 각 모델의 성능 결과

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