Image Classification on CIFAR-10 (test) (Noise Robustness 10-40%)
94.09Accuracy (10% Noise)PGDF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PGDFNumber of runs=32021.12 | 94.09 | 91.85 | 90.64 | 87.67 | |
| SEALNumber of runs=32021.12 | 91.32 | 87.79 | 85.3 | 82.98 | |
| DMINumber of runs=32021.12 | 91.26 | 86.57 | 81.98 | 77.81 | |
| CENumber of runs=32021.12 | 91.25 | 86.34 | 80.87 | 75.68 | |
| Co-teachingNumber of runs=32021.12 | 91.22 | 87.28 | 84.33 | 78.72 | |
| ForwardNumber of runs=32021.12 | 91.06 | 86.35 | 78.87 | 71.12 | |
| GCENumber of runs=32021.12 | 90.97 | 86.44 | 81.54 | 76.71 | |
| DACNumber of runs=32021.12 | 90.94 | 86.16 | 80.88 | 74.8 | |
| CALNumber of runs=32021.12 | 90.55 | 87.42 | 84.85 | 82.18 |