Image Classification on CIFAR-100 Clean Labels
81.79AccuracySource
Evaluation Results
| Method | Links | |
|---|---|---|
| SourceBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 81.79 | |
| TEABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.88 | |
| SARBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.84 | |
| BNBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.83 | |
| EATABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.68 | |
| ETABackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.65 | |
| PLBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.52 | |
| SHOTBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.52 | |
| TENTBackbone=WRN-28-10, Normalization=BatchNorm2023.11 | 80.14 | |
| CCEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 70 | |
| IMAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 69.2 | |
| D2LBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 68.6 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 68.5 | |
| BackwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 68.5 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 68.3 | |
| CCEBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 68.2 | |
| Boot-softBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 67.9 | |
| SLBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 66.8 | |
| D2LBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 64.6 | |
| GCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 64.4 | |
| CCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 64.3 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 64 | |
| LSBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 63.7 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 63.3 | |
| MAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 8.2 |