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Link Prediction On Gdelt

Metriken

MRR

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	MRR	Paper Title	Repository
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	-
DE-SimplE	0.23	RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion	-
RotateQVS	0.27	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	-
SPA	0.36	Search to Pass Messages for Temporal Knowledge Graph Completion
TeRo	0.245	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	-
TransE	0.113	RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion	-
TLT-KGE(Quaternion)	0.358	Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion

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