OOD Detection on CelebA (In) vs SVHN (Out)
0.9999AUROCSPEM-noise
Evaluation Results
| Method | Links | |
|---|---|---|
| SPEM-noiseDensity Estimator=Glow2026.02 | 0.9999 | |
| Typicality (sqrt(d))Density Estimator=Glow2026.02 | 0.9998 | |
| GMMDensity Estimator=Glow2026.02 | 0.9998 | |
| SITN2026.05 | 0.986 | |
| ComplexityDensity Estimator=Glow2026.02 | 0.9737 | |
| SPEMDensity Estimator=Glow2026.02 | 0.9697 | |
| LIDDensity Estimator=Glow2026.02 | 0.949 | |
| Likelihood RatioDensity Estimator=Glow2026.02 | 0.855 | |
| Typicality (Entropy)Density Estimator=Glow2026.02 | 0.73 | |
| WAICensemble size=52026.05 | 0.449 | |
| Log-likelihood2026.05 | 0.179 | |
| LikelihoodDensity Estimator=Glow2026.02 | 0.1292 | |
| Complexity2026.05 | 0.077 |