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ResearchFormerly WizWand

Image Classification on Colored MNIST (bias-guiding)

100AccuracyReBias
60.823270.994181.16591.3359Aug 23, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ReBiasbias_ratio=95.0%, supervision=requires bias type2021.08100
ReBiasbias_ratio=98.0%, supervision=requires bias type2021.08100
ReBiasbias_ratio=99.0%, supervision=requires bias type2021.08100
ReBiasbias_ratio=99.5%, supervision=requires bias type2021.0899.9
Vanillabias_ratio=98.0%, supervision=none2021.0899.8
Vanillabias_ratio=99.0%, supervision=none2021.0899.74
Vanillabias_ratio=99.5%, supervision=none2021.0899.44
Vanillabias_ratio=95.0%, supervision=none2021.0899.23
BiaSwapbias_ratio=99.5%, supervision=does not require bias type2021.0898.49
BiaSwapbias_ratio=99.0%, supervision=does not require bias type2021.0898.45
BiaSwapbias_ratio=98.0%, supervision=does not require bias type2021.0898.33
BiaSwapbias_ratio=95.0%, supervision=does not require bias type2021.0897.95
LfFbias_ratio=95.0%, supervision=does not require bias type2021.0880.33
LfFbias_ratio=99.5%, supervision=does not require bias type2021.0872.85
LfFbias_ratio=98.0%, supervision=does not require bias type2021.0869.14
LfFbias_ratio=99.0%, supervision=does not require bias type2021.0862.33