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ResearchFormerly WizWand

Knowledge Graph Completion on 16 Inductive Knowledge Hypergraph Datasets (test)

0.236MRRHYPER
0.032160.085080.1380.19092Jun 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
HYPERTraining Data Configuration=3KG+2HG, Inference Mode=Zero-shot2025.060.236
ULTRATraining Data Configuration=3KG+2HG, Inference Mode=Zero-shot2025.060.183
ULTRATraining Data Configuration=4HG, Inference Mode=Zero-shot2025.060.168
ULTRATraining Data Configuration=3KG, Inference Mode=Zero-shot2025.060.162
HYPERTraining Data Configuration=3KG, Inference Mode=Zero-shot2025.060.161
KG-ICLNumber of Layers=6 Layer, Inference Mode=Zero-shot2025.060.143
KG-ICLNumber of Layers=4 Layer, Inference Mode=Zero-shot2025.060.139
HYPERTraining Data Configuration=4KG, Inference Mode=Zero-shot2025.060.135
HYPERTraining Data Configuration=50KG, Inference Mode=Zero-shot2025.060.135
HYPERTraining Data Configuration=4HG, Inference Mode=Zero-shot2025.060.128
ULTRATraining Data Configuration=4KG, Inference Mode=Zero-shot2025.060.078
KG-ICLNumber of Layers=5 Layer, Inference Mode=Zero-shot2025.060.048
ULTRATraining Data Configuration=50KG, Inference Mode=Zero-shot2025.060.04