Image Classification on CIFAR-100 Symmetric Noisy Labels, r=0.6
43.9AccuracyIMAE
Evaluation results
| Method | Links | |
|---|---|---|
| IMAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 43.9 | |
| D2LBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 42.3 | |
| CCEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 42.1 | |
| SLBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 41.5 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 41.2 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 36.7 | |
| GCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 36.2 | |
| D2LBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 35.3 | |
| BackwardBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 34.5 | |
| Boot-softBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 32.3 | |
| CCEBackbone=ResNet44, Optimization Group=Results From D2L2019.03 | 30.1 | |
| CCEBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 25.4 | |
| LSBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 24.7 | |
| ForwardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 24.7 | |
| Boot-hardBackbone=ResNet44, Optimization Group=Results From SL2019.03 | 12.3 | |
| MAEBackbone=ResNet44, Optimization Group=Our Trained Results2019.03 | 5.2 |