Out-of-Distribution Detection on CIFAR10 to CIFAR10-OOD
97.09AUROCLN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LNBackbone=WRN22-102025.01 | 97.09 | — | |
| HEM-Backbone=WRN22-102025.01 | 96.16 | — | |
| LNBackbone=ResNet322025.01 | 95.4 | — | |
| HEM-Backbone=ResNet322025.01 | 95.2 | — | |
| MMBackbone=WRN22-102025.01 | 93.51 | — | |
| CEBackbone=WRN22-102025.01 | 93.31 | — | |
| MMBackbone=ResNet322025.01 | 92.49 | — | |
| CEBackbone=ResNet322025.01 | 91.92 | — | |
| DICEBackbone=WRN22-102025.01 | 90.04 | — | |
| DICEBackbone=ResNet322025.01 | 88.07 | — | |
| ODIN2026.04 | 87.29 | 86.41 | |
| ETNscoring=maximum probability2026.04 | 86.5 | 85.93 | |
| CEBackbone=MobileNetS2025.01 | 68.89 | — | |
| MMBackbone=MobileNetS2025.01 | 67.82 | — | |
| HEM-Backbone=MobileNetS2025.01 | 67.17 | — | |
| DICEBackbone=MobileNetS2025.01 | 63.38 | — | |
| LNBackbone=MobileNetS2025.01 | 62.19 | — | |
| MD2026.04 | 56.69 | 45.43 |