Image Classification on Tiny-ImageNet Clean
68.25AccuracyCE
Evaluation Results
| Method | Links | |
|---|---|---|
| CEBackbone=WRN28-102025.01 | 68.25 | |
| LNBackbone=WRN28-102025.01 | 67.84 | |
| HEM-Backbone=WRN28-102025.01 | 67.25 | |
| CEBackbone=ResNet182025.01 | 65.09 | |
| LNBackbone=ResNet182025.01 | 64.9 | |
| CEBackbone=inception2025.01 | 64.3 | |
| LNBackbone=inception2025.01 | 63.87 | |
| HEM-Backbone=ResNet182025.01 | 63.36 | |
| SourceBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 63.19 | |
| MMBackbone=WRN28-102025.01 | 63.13 | |
| HEM-Backbone=inception2025.01 | 60.33 | |
| MMBackbone=ResNet182025.01 | 59.16 | |
| TEABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 51.65 | |
| MMBackbone=inception2025.01 | 48.49 | |
| SHOTBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 47.95 | |
| PLBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 47.84 | |
| BNBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 45.04 | |
| EATABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 43.42 | |
| ETABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 43.2 | |
| SARBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 41.58 | |
| TENTBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 39.54 | |
| DICEBackbone=ResNet182025.01 | 2.87 | |
| DICEBackbone=inception2025.01 | 0.5 | |
| DICEBackbone=WRN28-102025.01 | 0.5 |