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ResearchFormerly WizWand

Failure Detection on ImageNet vs. Textures (New setting)

431.12AURCResidual
332.7776358.3088383.84409.3712Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ResidualArchitecture=ResNet502024.11431.1265.5577.12
GradnormArchitecture=ResNet50, variant=12024.11397.1865.3480.22
GradnormArchitecture=ResNet50, variant=22024.11385.9742.4584.89
CosineArchitecture=ResNet502024.11359.7454.4386.17
EnergyArchitecture=ResNet502024.11351.9343.6987.74
MSPArchitecture=ResNet502024.11351.2649.6486.99
MaxLogitArchitecture=ResNet502024.11349.341.5988.1
SIRCArchitecture=ResNet502024.11346.4243.8288.03
EntropyArchitecture=ResNet502024.11344.7343.9588.27
TALArchitecture=ResNet502024.11338.4550.1188.29
TAL+SIRCArchitecture=ResNet502024.11336.5649.6888.35