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ResearchFormerly WizWand

Image Classification on CIFAR-10 Flip2 noise 1.0 (test)

90.93Top-1 AccMW-net
8.697230.046151.39572.7439Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MW-netNoise level p=0.2, Backbone=ResNet-322022.1190.93
CrossEntropyNoise level p=0.2, Backbone=ResNet-322022.1190.71
Advisor NetworkNoise level p=0.2, Backbone=ResNet-322022.1190.66
Advisor NetworkNoise level p=0.4, Backbone=ResNet-322022.1189.72
MW-netNoise level p=0.4, Backbone=ResNet-322022.1188.83
CrossEntropyNoise level p=0.4, Backbone=ResNet-322022.1187.83
Advisor NetworkNoise level p=0.6, Backbone=ResNet-322022.1187.75
MW-netNoise level p=0.6, Backbone=ResNet-322022.1186.85
CrossEntropyNoise level p=0.6, Backbone=ResNet-322022.1175.83
Advisor NetworkNoise level p=0.8, Backbone=ResNet-322022.1173.83
MW-netNoise level p=0.8, Backbone=ResNet-322022.1127.49
CrossEntropyNoise level p=0.8, Backbone=ResNet-322022.1111.86