Image Classification on MNIST (test) (Natural and Certified Accuracy)
99.23Natural AccuracySABR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SABRepsilon_infinity=0.12023.05 | 99.23 | 98.22 | |
| COLTepsilon_infinity=0.12023.05 | 99.2 | 97.1 | |
| TAPSepsilon_infinity=0.12023.05 | 99.19 | 98.39 | |
| STAPSepsilon_infinity=0.12023.05 | 99.15 | 98.37 | |
| SORTNETepsilon_infinity=0.12023.05 | 99.01 | 98.14 | |
| IBPepsilon_infinity=0.12023.05 | 98.84 | 97.95 | |
| SABRepsilon_infinity=0.32023.05 | 98.75 | 93.4 | |
| STAPSepsilon_infinity=0.32023.05 | 98.53 | 93.51 | |
| SORTNETepsilon_infinity=0.32023.05 | 98.46 | 93.4 | |
| TAPSepsilon_infinity=0.32023.05 | 97.94 | 93.62 | |
| IBPepsilon_infinity=0.32023.05 | 97.67 | 93.1 | |
| COLTepsilon_infinity=0.32023.05 | 97.3 | 85.7 |