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ResearchFormerly WizWand

Robustness under Covariate Shift on CIFAR-10-C

84.9AccuracyDE
56.19663.64871.178.552Aug 17, 2024
Updated 3mo ago

Evaluation results

MethodLinks
DECorruption intensity=12024.0884.9
L2ECorruption intensity=12024.0884.6
CSGMCMCCorruption intensity=12024.0883.5
DECorruption intensity=22024.0882.4
HMCCorruption intensity=12024.0882.1
CSGMCMCCorruption intensity=22024.0880.7
L2ECorruption intensity=22024.0880.6
DECorruption intensity=32024.0880.3
DECorruption intensity=Average2024.0879.1
CSGMCMCCorruption intensity=32024.0878.4
CSGMCMCCorruption intensity=Average2024.0877.3
L2ECorruption intensity=32024.0876.9
DECorruption intensity=42024.0876.5
HMCCorruption intensity=22024.0876.4
L2ECorruption intensity=Average2024.0875.5
CSGMCMCCorruption intensity=42024.0874.4
HMCCorruption intensity=32024.0872.3
DECorruption intensity=52024.0871.4
L2ECorruption intensity=42024.0871.4
HMCCorruption intensity=Average2024.0870.8
CSGMCMCCorruption intensity=52024.0869.4
HMCCorruption intensity=42024.0865.7
L2ECorruption intensity=52024.0863.9
HMCCorruption intensity=52024.0857.3