OOD Detection on SVHN (In) vs CIFAR-100 (Out)
99.88AUROCSPEM-noise
Evaluation results
| Method | Links | |
|---|---|---|
| SPEM-noiseDensity Estimator=Glow2026.02 | 99.88 | |
| SPEMDensity Estimator=Glow2026.02 | 99.75 | |
| LikelihoodDensity Estimator=Glow2026.02 | 99.06 | |
| Typicality (Entropy)Density Estimator=Glow2026.02 | 98.76 | |
| LIDDensity Estimator=Glow2026.02 | 98.6 | |
| GMMDensity Estimator=Glow2026.02 | 97.51 | |
| Typicality (sqrt(d))Density Estimator=Glow2026.02 | 97.44 | |
| ComplexityDensity Estimator=Glow2026.02 | 60.2 | |
| Likelihood RatioDensity Estimator=Glow2026.02 | 13.98 |