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Benchmarks
Standard OOD Detection on YAGO3-10
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98.7
AUROC
UKGE
58.244
68.747
79.25
89.753
Dec 26, 2025
AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
UKGE
2025.12
98.7
Energy
2025.12
98.5
CAGP
alpha=learned
2025.12
94.2
Simple avg
alpha=0.5
2025.12
91.4
Usem
type=semantic frequency
2025.12
82.4
Ustr
type=structural coverage
2025.12
76
SNGP
2025.12
59.8
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