Image Classification on CIFAR-10 Asymmetric Noise, ε=0.2 (test)
90.49AccuracyLabel Smoothing
Evaluation results
| Method | Links | |
|---|---|---|
| Label SmoothingSmooth Rate=0.42021.06 | 90.49 | |
| Label SmoothingSmooth Rate=0.82021.06 | 90.45 | |
| Label SmoothingSmooth Rate=0.62021.06 | 90.41 | |
| Negative Label SmoothingSmooth Rate=-62021.06 | 89.7 | |
| Negative Label SmoothingSmooth Rate=-42021.06 | 89.56 | |
| Negative Label SmoothingSmooth Rate=-22021.06 | 88.66 | |
| Negative Label SmoothingSmooth Rate=-12021.06 | 88.47 | |
| Vanilla LossSmooth Rate=02021.06 | 88.32 | |
| Negative Label SmoothingSmooth Rate=-0.42021.06 | 87.27 | |
| Negative Label SmoothingSmooth Rate=-0.82021.06 | 86.4 |