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المنصة
الرئيسية
SOTA
تنبؤ الرابط
Link Prediction On Icews14 1
Link Prediction On Icews14 1
المقاييس
MRR
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
MRR
Paper Title
SPA
0.658
Search to Pass Messages for Temporal Knowledge Graph Completion
TLT-KGE(Quaternion)
0.634
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
TNTComplEx (x10)
0.62
Tensor Decompositions for temporal knowledge base completion
RotateQVS
0.591
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TimePlex
0.589
Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols
TNTComplEx
0.56
Tensor Decompositions for temporal knowledge base completion
ATiSE
0.55
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo-Large
0.534
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DE-SimplE
0.526
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TA-DistMult
0.477
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
QuatE
0.471
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DistMult
0.439
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
RotatE
0.418
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
HyTE
0.297
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TransE
0.28
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TTransE
0.255
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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