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Finding Label Errors in MNIST train and test datasets

Below I list the indices of some of the more blatant MNIST train and test errors that I identified.

Indices of identified MNIST train errors.

Blatant MNIST train label errors:

  • 21601
  • 40466
  • 29922
  • 40144
  • 51248
  • 43454
  • 59915
  • 57662
  • 25678
  • 2676
  • 24798
  • 31727
  • 7080
  • 26560
  • 10994
  • 53396
  • 54264

Less blatant, but still should be removed.

  • 59701
  • 42566
  • 26940

Indices of identified MNIST test errors.

Blatant MNIST test label errors:

  • 947
  • 5937
  • 3520
  • 4163
  • 2597
  • 9729
  • 4874
  • 3776

Less blatant, but still should be removed.

  • 2130
  • 9642
  • 449
  • 659
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