Certified Robustness on CIFAR-10 (Cert, δr, Exit Metrics)
78.8Certified AccuracyMeta-1-Dynamic-Margin
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Meta-1-Dynamic-MarginSigma=0.25, Sample Budget=10,0002026.06 | 78.8 | 3.22 | 1,003.77 | |
| KT PriorSigma=0.25, Sample Budget=10,0002026.06 | 78.8 | 4.87 | 322.64 | |
| Meta-1-Dynamic-MarginSigma=0.50, Sample Budget=10,0002026.06 | 62.6 | 4.31 | 862.57 | |
| KT PriorSigma=0.50, Sample Budget=10,0002026.06 | 62.6 | 5.6 | 326.74 | |
| Meta-1-Dynamic-MarginSigma=1.00, Sample Budget=10,0002026.06 | 44.4 | 4.21 | 788.129 | |
| KT PriorSigma=1.00, Sample Budget=10,0002026.06 | 44.4 | 5.56 | 308.63 |