brain-research / realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
Apache License 2.0
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Learning rate for fully supervised baseline is wrong #19

Closed craffel closed 5 years ago

craffel commented 5 years ago

The flags for the fully-supervised baselines choose mean_teacher for the consistency model, intended as a no-op because the consistency weight is set to zero. But the hparams for Mean Teacher dictate a different learning rate than the best one we found for fully-supervised (and also the one we state we used in the paper).