Image Classification on CIFAR-100 Symmetric Noisy Labels, r=0.4
54.7AccuracyIMAE
Evaluation results
| Method | Links | |
|---|---|---|
| IMAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 54.7 | |
| SLBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 53.7 | |
| GCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 53.3 | |
| CCEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 53.2 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 53.1 | |
| D2LBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 52 | |
| D2LBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 52 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 51.3 | |
| CCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 50.8 | |
| LSBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 50.1 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 48.2 | |
| BackwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 45.4 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 44.4 | |
| CCEBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 42.9 | |
| Boot-softBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 41.9 | |
| MAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 7.3 |