Out-of-Distribution Detection on CIFAR-100 OOD
87.08AUROCGaussian OOD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gaussian OODloss=L_uncertainty2026.03 | 87.08 | 99.61 | 49 | |
| HEM-Backbone=PARN182025.01 | 85.43 | — | — | |
| LNBackbone=PARN182025.01 | 84.9 | — | — | |
| GCOS OODloss=L_uncertainty2026.03 | 83.63 | 99.48 | 56.5 | |
| HEM-Backbone=ResNet182025.01 | 82.79 | — | — | |
| GCOS OODloss=L_reg2026.03 | 82.48 | 99.54 | 72.5 | |
| LNBackbone=ResNet182025.01 | 80.51 | — | — | |
| MMBackbone=ResNet182025.01 | 80.24 | — | — | |
| CEBackbone=PARN182025.01 | 79.99 | — | — | |
| CEBackbone=ResNet182025.01 | 79.61 | — | — | |
| MMBackbone=PARN182025.01 | 79.29 | — | — | |
| DICEBackbone=ResNet182025.01 | 73.97 | — | — | |
| HEM-Backbone=MobileNetL2025.01 | 60.7 | — | — | |
| LNBackbone=MobileNetL2025.01 | 59.41 | — | — | |
| CEBackbone=MobileNetL2025.01 | 56.96 | — | — | |
| MMBackbone=MobileNetL2025.01 | 56.96 | — | — | |
| DICEBackbone=PARN182025.01 | 55.93 | — | — | |
| DICEBackbone=MobileNetL2025.01 | 44.79 | — | — |