Out-of-Distribution Detection on CIFAR10 (AUROC vs LSUN, DTD, CUB, Flowers, Caltech, Dogs)
86.12AUROC (LSUN)HOOD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| HOOD2025.12 | 86.12 | 83.64 | 83.53 | 81.56 | 87.24 | 90.86 | |
| OpenGAN2025.12 | 84.03 | 81.29 | 82.84 | 82.32 | 86.78 | 90.14 | |
| Likelihood Ratio2025.12 | 81.41 | 79.77 | 79.35 | 77.17 | 80.67 | 86.76 | |
| ODIN2025.12 | 58.6 | 55.59 | 58.48 | 51.44 | 59.36 | 64.82 | |
| Likelihood2025.12 | 54.32 | 52.16 | 50.67 | 49.26 | 53.86 | 56.92 |