Result of ResNet-50 (we run it 5 times and show “best” as in the following table)
see HTD for more details if you are interested.
| Network | Methods | runs | CIFAR-10 | CIFAR-100 |
|---|---|---|---|---|
| ResNet-50 | step decay | med. of 5 runs | 93.09% | 70.25% |
| ResNet-50 | cos | med. of 5 runs | 93.42% | 70.07% |
| ResNet-50 | HTD | med. of 5 runs | 93.58% | 70.81% |