OOD Detection on SVHN (ID) vs CIFAR-10 (OOD)
99.96AUROCSPEM-noise
Evaluation results
| Method | Links | |
|---|---|---|
| SPEM-noiseDensity Estimator=Glow2026.02 | 99.96 | |
| SPEMDensity Estimator=Glow2026.02 | 99.85 | |
| LikelihoodDensity Estimator=Glow2026.02 | 99.19 | |
| Typicality (Entropy)Density Estimator=Glow2026.02 | 98.94 | |
| LIDDensity Estimator=Glow2026.02 | 97.9 | |
| Typicality (sqrt(d))Density Estimator=Glow2026.02 | 97.83 | |
| GMMDensity Estimator=Glow2026.02 | 97.62 | |
| ComplexityDensity Estimator=Glow2026.02 | 52.7 | |
| Likelihood RatioDensity Estimator=Glow2026.02 | 10.78 |