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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.
The text was updated successfully, but these errors were encountered:
gordon-lim
changed the title
Potentially Overstated Coteaching+ Results in Paper
Coteaching+ Results Seem Unusually High
Oct 3, 2024
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% forType 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.The text was updated successfully, but these errors were encountered: