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ResearchFormerly WizWand

Image Classification on CIFAR-100 Flip2 noise 1.0 (test)

65.37Top-1 AccMW-net
4.665220.425136.18551.9449Nov 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MW-netNoise level p=0.2, Backbone=ResNet-322022.1165.37
CrossEntropyNoise level p=0.2, Backbone=ResNet-322022.1164.91
Advisor NetworkNoise level p=0.2, Backbone=ResNet-322022.1163.07
MW-netNoise level p=0.4, Backbone=ResNet-322022.1159
Advisor NetworkNoise level p=0.4, Backbone=ResNet-322022.1157.96
CrossEntropyNoise level p=0.4, Backbone=ResNet-322022.1157.7
Advisor NetworkNoise level p=0.6, Backbone=ResNet-322022.1145.35
MW-netNoise level p=0.6, Backbone=ResNet-322022.1136.97
CrossEntropyNoise level p=0.6, Backbone=ResNet-322022.1136.55
Advisor NetworkNoise level p=0.8, Backbone=ResNet-322022.1122.41
MW-netNoise level p=0.8, Backbone=ResNet-322022.117.99
CrossEntropyNoise level p=0.8, Backbone=ResNet-322022.117