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At cifar10 0.2 sym noise rate setting, cann't repeat the results reported at paper. #50

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sillytheif opened this issue Apr 19, 2023 · 4 comments

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@sillytheif
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The cifar10 0.2 noise rate, I can only get about 91.5% acc useing the code, and I can't find the reason

@kovelxyz
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I found a similar question and got the same precision as yours.

@xhl-video
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I can only get ~92% performance as well.

@xhl-video
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I have found the solution. We should follow Table 7 in the appendix to assign λu. It should be 0 for the Cifar10 20% dataset, which is pretty different for other noise ratios.

@ljzoe
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ljzoe commented Sep 23, 2024

How long do you run this code?It takes me 1 hour to train one iteration!Do you have the same situation?

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