No test accuracy improvement between baseline augmentation and searched augmentation

[akmalulkhairin]

Hi, I have noticed that there is no noticeable improvement from the baseline test accuracy when using the policy searched by the code from the repo.

Baseline:

CIFAR10 searched policy:

Is this a common occurence?

[moskomule]

Hi, I recently got another report about this issue. I will investigate this issue.

Meanwhile, autoalbument by albumentations reproduces our work. I think they maintain better than us, so please check it.
https://github.com/albumentations-team/autoalbument-benchmarks

[akmalulkhairin]

Hi, Thank you for the prompt reply and the recommendation, much obliged.