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الموسوعة
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نماذج LLM
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المنصة
الرئيسية
SOTA
تنبؤ الرابط
Link Prediction On Gdelt
Link Prediction On Gdelt
المقاييس
MRR
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
MRR
Paper Title
SPA
0.36
Search to Pass Messages for Temporal Knowledge Graph Completion
TLT-KGE(Quaternion)
0.358
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
RotateQVS
0.27
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
RotateQVS-Small
0.259
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo-Large
0.256
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TeRo
0.245
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DE-SimplE
0.23
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TA-DistMult
0.206
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
DistMult
0.196
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TTransE
0.115
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
TransE
0.113
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
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