Certified Image Classification on CIFAR-10 (test)
77.12Vanilla AccuracyLipConvnet-20
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LipConvnet-20Conv. Type=LOT, Setting=Supervised2022.10 | 77.12 | 64.3 | 49.49 | 36.34 | |
| LipConvnet-20Conv. Type=SOC, Setting=Supervised2022.10 | 76.34 | 62.63 | 48.69 | 36.04 | |
| LipConvnet-20Conv. Type=LOT, Setting=Semi-supervised2022.10 | 71.86 | 62.86 | 52.24 | 42.39 | |
| LipConvnet-20Conv. Type=SOC, Setting=Semi-supervised2022.10 | 70.95 | 61.72 | 51.78 | 42.01 |