Out-of-domain Detection on CIFAR-100 (ID) vs TinyImageNet (OOD)
34.3FPR@95%uCBOpt-adapt
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| uCBOpt-adaptOptimizer=uCBOpt-adapt2025.11 | 34.3 | 33.2 | 0.729 | 0.749 | 0.696 | |
| uCBOpt-adaptOptimizer=uCBOpt-adapt2025.11 | 34.3 | — | 0.729 | — | 0.696 | |
| uCBOptvartheta=5 * 10^{-5}2025.11 | 34.4 | 33.1 | 0.727 | 0.749 | 0.693 | |
| uCBOptOptimizer=uCBOpt2025.11 | 34.4 | — | 0.727 | — | 0.693 | |
| lCBOpt-adaptOptimizer=lCBOpt-adapt2025.11 | 34.6 | 33 | 0.729 | 0.754 | 0.692 | |
| lCBOpt-adaptOptimizer=lCBOpt-adapt2025.11 | 34.6 | — | 0.729 | — | 0.692 | |
| uCBOptvartheta=-> 0+2025.11 | 35 | 33 | 0.727 | 0.751 | 0.686 | |
| MC-DOptimizer=MC-D2025.11 | 35.3 | 34.1 | 0.718 | 0.74 | 0.681 | |
| MC-DOptimizer=MC-D2025.11 | 35.3 | — | 0.718 | — | 0.681 | |
| SGDOptimizer=SGD2025.11 | 35.7 | 33.7 | 0.72 | 0.744 | 0.684 | |
| SGDOptimizer=SGD2025.11 | 35.7 | — | 0.72 | — | 0.684 | |
| IVON@meanOptimizer=IVON@mean2025.11 | 36.8 | 35.4 | 0.702 | 0.726 | 0.663 | |
| IVONOptimizer=IVON2025.11 | 36.8 | 35.4 | 0.702 | 0.726 | 0.663 | |
| IVON@meanOptimizer=IVON@mean2025.11 | 36.8 | — | 0.702 | — | 0.663 | |
| IVONOptimizer=IVON2025.11 | 36.8 | — | 0.702 | — | 0.663 |