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ResearchFormerly WizWand

Image Classification on CIFAR-10 80% noise (test)

95.1AccuracyDPS+
-3.5325622.0739747.680573.28703Mar 3, 2021Dec 21, 2021Oct 11, 2022Aug 1, 2023May 21, 2024Mar 11, 2025Dec 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DPS+Model=PreAct ResNet-182025.1295.1
DULCModel=PreAct ResNet-182025.1295
CSOTModel=PreAct ResNet-182025.1294.4
OT-FilterModel=PreAct ResNet-182025.1294
DPSModel=ResNet-182025.1277.5
SLModel=ResNet-182025.1272.89
TEModel=ResNet-182025.1272.61
MixUpModel=ResNet-182025.1269.23
LSModel=ResNet-182025.1264.7
BaselineModel=ResNet-182025.1263.63
DM-AugDesc-WS-WAWModel Selection=Best2021.030.938
DM-AugDesc-WS-SAWModel Selection=Best2021.030.937
DM-AugDesc-WS-SAWModel Selection=Last2021.030.936
DM-AugDesc-WS-WAWModel Selection=Last2021.030.936
Li et al. [14]Model Selection=Best2021.030.929
Li et al. [14]Model Selection=Last2021.030.923
Arazo et al.Model Selection=Best2021.030.868
Arazo et al.Model Selection=Last2021.030.866
Yi & WuModel Selection=Best2021.030.775
Li et al. [15]Model Selection=Best2021.030.774
Yi & WuModel Selection=Last2021.030.765
Li et al. [15]Model Selection=Last2021.030.761
Zhang et al.Model Selection=Best2021.030.716
Yu et al.Model Selection=Best2021.030.674
Reed et al.Model Selection=Best2021.030.633
Cross-EntropyModel Selection=Best2021.030.629
Zhang et al.Model Selection=Last2021.030.467
Yu et al.Model Selection=Last2021.030.455
Reed et al.Model Selection=Last2021.030.268
Cross-EntropyModel Selection=Last2021.030.261