ResearchBenchmarksModel Quality Auditing on CIFAR-10 (test)Follow6.1Directional Sharpness RatioVGG-16-BN5.18811.34417.523.656Jun 23, 2026Evaluation ResultsMethodMethodLinksDirectional Sharpness RatioStatic ASAM Sharpness RatioObserved Accuracy RatioVGG-16-BNExperiment=BackdoorsExperiment=Backdoors2026.066.158.7100VGG-16-BNExperiment=OverfittingExperiment=Overfitting2026.068.496.3100VGG-16-BNExperiment=Noisy labelsExperiment=Noisy labels2026.0617.799.1100VGG-16-BNExperiment=QuantizationExperiment=Quantization2026.062481.2100VGG-16-BNExperiment=Small test setExperiment=Small test set2026.0628.956100