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Model Quality Auditing on CIFAR-10 (test)
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6.1
Directional Sharpness Ratio
VGG-16-BN
5.188
11.344
17.5
23.656
Jun 23, 2026
Directional Sharpness Ratio
Static ASAM Sharpness Ratio
Observed Accuracy Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
Directional Sharpness Ratio
Static ASAM Sharpness Ratio
Observed Accuracy Ratio
VGG-16-BN
Experiment=Backdoors
2026.06
6.1
58.7
100
VGG-16-BN
Experiment=Overfitting
2026.06
8.4
96.3
100
VGG-16-BN
Experiment=Noisy labels
2026.06
17.7
99.1
100
VGG-16-BN
Experiment=Quantization
2026.06
24
81.2
100
VGG-16-BN
Experiment=Small test set
2026.06
28.9
56
100
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