Out-of-Distribution Detection on CIFAR-100 long-tailed (test)
82.61AUROCHPM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HPMModel=PATT, Auxiliary Outlier Exposure=without2026.05 | 82.61 | 45.56 | 51.33 | 2.03 | |
| HPMModel=PATT, Auxiliary Outlier Exposure=with2026.05 | 81.41 | 46.81 | 48.22 | 2.03 | |
| HPMModel=DARL, Auxiliary Outlier Exposure=without2026.05 | 79.31 | 59.35 | 56.63 | 2.25 | |
| HPMModel=PASCL, Auxiliary Outlier Exposure=without2026.05 | 79.3 | 58.46 | 50.88 | 2.43 | |
| HPMModel=PC-ERM, Auxiliary Outlier Exposure=without2026.05 | 78.35 | 56.92 | 51.91 | 3.08 | |
| HPMModel=COCL, Auxiliary Outlier Exposure=without2026.05 | 76.86 | 66.57 | 45.99 | 2.82 | |
| HPMModel=AdaptOD, Auxiliary Outlier Exposure=without2026.05 | 72.82 | 69.86 | 35.86 | 2.86 | |
| HPMModel=COCL, Auxiliary Outlier Exposure=with2026.05 | 71.4 | 69.95 | 45.1 | 2.77 | |
| HPMModel=EAT, Auxiliary Outlier Exposure=without2026.05 | 70.09 | 75.21 | 41.39 | 1.82 | |
| HPMModel=EAT, Auxiliary Outlier Exposure=with2026.05 | 63.39 | 83.81 | 43.7 | 1.8 | |
| HPMModel=AdaptOD, Auxiliary Outlier Exposure=with2026.05 | 51.42 | 89.33 | 32.98 | 2.8 |