Out-of-Distribution Detection on MNIST OOD
98.84AUROCHEM-
Evaluation Results
| Method | Links | |
|---|---|---|
| HEM-Backbone=ConvNet2025.01 | 98.84 | |
| HEM-Backbone=LeNet2025.01 | 98.67 | |
| MMBackbone=LeNet2025.01 | 97.91 | |
| CEBackbone=LeNet2025.01 | 97.69 | |
| LNBackbone=LeNet2025.01 | 97.56 | |
| LNBackbone=ConvNet2025.01 | 97.18 | |
| MMBackbone=ConvNet2025.01 | 97.08 | |
| CEBackbone=ConvNet2025.01 | 96.74 | |
| DICEBackbone=LeNet2025.01 | 95.7 | |
| HEM-Backbone=MLP2025.01 | 93.1 | |
| MMBackbone=MLP2025.01 | 90.2 | |
| LNBackbone=MLP2025.01 | 89.48 | |
| DICEBackbone=ConvNet2025.01 | 88.58 | |
| CEBackbone=MLP2025.01 | 86.13 | |
| DICEBackbone=MLP2025.01 | 79.68 |