To Smooth or Not? When Label Smoothing Meets Noisy Labels

Benchmark Model Rank Results
image-classification-on-clothing1mNegative Label Smoothing (NLS)#20Accuracy: 74.24%
learning-with-noisy-labels-on-cifar-100nNegative-LS#13Accuracy (mean): 58.59
learning-with-noisy-labels-on-cifar-10nNegative-LS#13Accuracy (mean): 91.97
learning-with-noisy-labels-on-cifar-10n-1Negative-LS#13Accuracy (mean): 90.29
learning-with-noisy-labels-on-cifar-10n-2Negative-LS#10Accuracy (mean): 90.37
learning-with-noisy-labels-on-cifar-10n-3Negative-LS#10Accuracy (mean): 90.13