Image Classification on CIFAR-10 Asymmetric Noise (ε=0.3, test)
88.33AccuracyNegative Label Smoothing
Evaluation Results
| Method | Links | |
|---|---|---|
| Negative Label SmoothingSmooth Rate=-0.42021.06 | 88.33 | |
| Negative Label SmoothingSmooth Rate=-0.82021.06 | 87.96 | |
| Label SmoothingSmooth Rate=0.42021.06 | 87.9 | |
| Label SmoothingSmooth Rate=0.82021.06 | 87.83 | |
| Label SmoothingSmooth Rate=0.62021.06 | 87.83 | |
| Negative Label SmoothingSmooth Rate=-62021.06 | 87.57 | |
| Negative Label SmoothingSmooth Rate=-12021.06 | 87.5 | |
| Negative Label SmoothingSmooth Rate=-42021.06 | 87.29 | |
| Negative Label SmoothingSmooth Rate=-22021.06 | 87.27 | |
| Vanilla LossSmooth Rate=02021.06 | 86.27 |