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ResearchFormerly WizWand

OOD Detection on CelebA (In) vs SVHN (Out)

0.9999AUROCSPEM-noise
0.0400840.2892670.538450.787633Feb 10, 2026Feb 26, 2026Mar 15, 2026Apr 1, 2026Apr 17, 2026May 4, 2026May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SPEM-noiseDensity Estimator=Glow2026.020.9999
Typicality (sqrt(d))Density Estimator=Glow2026.020.9998
GMMDensity Estimator=Glow2026.020.9998
SITN2026.050.986
ComplexityDensity Estimator=Glow2026.020.9737
SPEMDensity Estimator=Glow2026.020.9697
LIDDensity Estimator=Glow2026.020.949
Likelihood RatioDensity Estimator=Glow2026.020.855
Typicality (Entropy)Density Estimator=Glow2026.020.73
WAICensemble size=52026.050.449
Log-likelihood2026.050.179
LikelihoodDensity Estimator=Glow2026.020.1292
Complexity2026.050.077