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ResearchFormerly WizWand

Image Classification on CIFAR10 IDN (test)

96.68AccuracyInstanceGM
37.129652.589868.0583.5102Sep 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
InstanceGMNoise rate=0.202022.0996.68
InstanceGMNoise rate=0.302022.0996.52
InstanceGMNoise rate=0.402022.0996.36
InstanceGMNoise rate=0.452022.0996.15
InstanceGMNoise rate=0.502022.0995.9
DivideMixNoise rate=0.202022.0994.8
DivideMixNoise rate=0.302022.0994.6
DivideMixNoise rate=0.402022.0994.53
DivideMixNoise rate=0.452022.0994.08
DivideMixNoise rate=0.502022.0993.04
kMEIDTMNoise rate=0.202022.0992.26
CALNoise rate=0.202022.0992.01
kMEIDTMNoise rate=0.302022.0990.73
HOCNoise rate=0.202022.0990.03
kMEIDTMNoise rate=0.402022.0985.94
HOCNoise rate=0.402022.0985.49
CALNoise rate=0.402022.0984.96
CausalNLNoise rate=0.202022.0981.79
MentorNetNoise rate=0.202022.0981.03
Co-teachingNoise rate=0.202022.0980.96
CausalNLNoise rate=0.302022.0980.75
CausalNLNoise rate=0.452022.0979.53
DecouplingNoise rate=0.202022.0978.71
CausalNLNoise rate=0.502022.0978.63
Co-teachingNoise rate=0.302022.0978.56
CausalNLNoise rate=0.402022.0977.98
MentorNetNoise rate=0.302022.0977.22
PTD-R-VNoise rate=0.202022.0976.58
ReweightNoise rate=0.202022.0976.23
T-RevisionNoise rate=0.202022.0976.15
CENoise rate=0.202022.0975.81
DecouplingNoise rate=0.302022.0975.17
ForwardNoise rate=0.202022.0974.64
kMEIDTMNoise rate=0.502022.0973.77
Co-teachingNoise rate=0.402022.0973.41
MixupNoise rate=0.202022.0973.17
PTD-R-VNoise rate=0.302022.0972.77
MentorNetNoise rate=0.402022.0971.83
Co-teachingNoise rate=0.452022.0971.6
T-RevisionNoise rate=0.302022.0970.36
ReweightNoise rate=0.302022.0970.12
MixupNoise rate=0.302022.0970.02
ForwardNoise rate=0.302022.0969.75
CENoise rate=0.302022.0969.15
MentorNetNoise rate=0.452022.0966.18
T-RevisionNoise rate=0.402022.0964.09
ReweightNoise rate=0.402022.0962.58
CENoise rate=0.402022.0962.45
DecouplingNoise rate=0.402022.0961.73
MixupNoise rate=0.402022.0961.56
ForwardNoise rate=0.402022.0960.21
PTD-R-VNoise rate=0.402022.0959.5
DecouplingNoise rate=0.452022.0958.61
MixupNoise rate=0.452022.0956.45
PTD-R-VNoise rate=0.502022.0956.32
T-RevisionNoise rate=0.452022.0952.42
CENoise rate=0.452022.0951.72
ReweightNoise rate=0.452022.0951.54
DecouplingNoise rate=0.502022.0950.43
T-RevisionNoise rate=0.502022.0949.02
MixupNoise rate=0.502022.0948.95
ForwardNoise rate=0.452022.0948.81
MentorNetNoise rate=0.502022.0947.89
ForwardNoise rate=0.502022.0946.27
Co-teachingNoise rate=0.502022.0945.92
ReweightNoise rate=0.502022.0945.46
CENoise rate=0.502022.0939.42