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ResearchFormerly WizWand

Failure Detection on CIFAR100 vs. SVHN

679.48AURC ScoreGradnorm
262.232370.556478.88587.204Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GradnormArchitecture=ResNet110, Duplicate=true2024.11679.4898.6942.76
GradnormArchitecture=DenseNet, Duplicate=true2024.11483.5283.2168.79
OpenMixArchitecture=ResNet1102024.11406.870.3780.25
GradnormArchitecture=WRNet, Duplicate=true2024.11405.6865.5777.46
EnergyArchitecture=ResNet1102024.11387.4466.9683.21
MaxLogitArchitecture=ResNet1102024.11385.8165.0883.56
MSPArchitecture=ResNet1102024.11376.4266.9284
SIRCArchitecture=ResNet1102024.11374.1261.2984.65
EntropyArchitecture=ResNet1102024.11373.4961.3384.73
GradnormArchitecture=ResNet1102024.11368.5558.7485.74
CosineArchitecture=ResNet1102024.11361.8756.2386.93
GradnormArchitecture=DenseNet2024.11358.963.2984.93
LogitNormArchitecture=ResNet1102024.11356.8855.887.8
TALArchitecture=ResNet1102024.11347.7254.3987.89
FMFPArchitecture=ResNet1102024.11345.3762.9984.86
EnergyArchitecture=DenseNet2024.11341.8758.9586.94
MaxLogitArchitecture=DenseNet2024.11339.6856.6987.39
CosineArchitecture=WRNet2024.11334.0457.9686.08
MSPArchitecture=DenseNet2024.11333.8657.5887.64
CosineArchitecture=DenseNet2024.11332.1853.8288.28
EntropyArchitecture=DenseNet2024.11330.8853.9788.3
SIRCArchitecture=DenseNet2024.11330.6353.3288.36
LogitNormArchitecture=DenseNet2024.11330.0748.4389.5
OpenMixArchitecture=DenseNet2024.11328.2758.8386.79
TALArchitecture=DenseNet2024.11325.752.0588.73
EnergyArchitecture=WRNet2024.11323.2758.787.07
MaxLogitArchitecture=WRNet2024.11322.4256.8987.29
MSPArchitecture=WRNet2024.11321.3957.2687.23
TAL w/ FMFPArchitecture=ResNet1102024.11320.7355.2288.48
EntropyArchitecture=WRNet2024.11320.6656.9287.4
SIRCArchitecture=WRNet2024.11320.3556.9387.45
FMFPArchitecture=DenseNet2024.11314.5759.8187.37
GradnormArchitecture=WRNet2024.11312.5350.4988.73
OpenMixArchitecture=WRNet2024.11304.3551.7588.59
TALArchitecture=WRNet2024.11303.1854.6289.22
TAL w/ FMFPArchitecture=DenseNet2024.11296.7545.190.93
LogitNormArchitecture=WRNet2024.11294.8741.8892.03
FMFPArchitecture=WRNet2024.11290.2355.6388.89
TAL w/ FMFPArchitecture=WRNet2024.11278.2847.1491.05