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Coteaching+ Results Seem Unusually High #8

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gordon-lim opened this issue Oct 3, 2024 · 0 comments
Open

Coteaching+ Results Seem Unusually High #8

gordon-lim opened this issue Oct 3, 2024 · 0 comments

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@gordon-lim
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The following plot is from the original Coteaching+ paper. At 20% symmetric noise (i.e uniform noise in your paper), the method at best does under 60% test accuracy. However, your paper reports 79.97 ± 0.15% for 35% Type I and 78.72 ± 0.53% for Type I + 30% Uniform. In other words, your experiments with Coteaching+ achieved a higher performance at a higher noise rate compared to the original paper. Are there modifications made to the Coteaching+ method that is not discussed in the paper. If so, I hope that the authors will be willing to share the details as well as code.

Screenshot 2024-10-03 at 1 49 18 PM
@gordon-lim gordon-lim changed the title Potentially Overstated Coteaching+ Results in Paper Coteaching+ Results Seem Unusually High Oct 3, 2024
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