Image Classification on CIFAR-10 50 (test)
89Clean AccuracyMART
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MARTBackbone=WRNet-34, Severity level=02026.04 | 89 | 9.48 | |
| TgRABackbone=WRNet-34, Severity level=02026.04 | 74.38 | 32.28 | |
| PGDBackbone=WRNet-34, Severity level=02026.04 | 70.52 | 16.84 | |
| TRADES-UBackbone=WRNet-34, Severity level=02026.04 | 67.82 | 15.68 | |
| DKLBackbone=WRNet-34, Severity level=02026.04 | 66.14 | 25.54 | |
| TRADESBackbone=WRNet-34, Severity level=02026.04 | 60.28 | 11.58 | |
| DKLBackbone=WRNet-34, Severity level=12026.04 | 56.68 | 19.18 | |
| TgRABackbone=WRNet-34, Severity level=12026.04 | 56.36 | 25.64 | |
| PGDBackbone=WRNet-34, Severity level=12026.04 | 54.94 | 3.88 | |
| TRADES-UBackbone=WRNet-34, Severity level=12026.04 | 54.14 | 4.52 | |
| MARTBackbone=WRNet-34, Severity level=12026.04 | 53.54 | 4.5 | |
| DKLBackbone=WRNet-34, Severity level=22026.04 | 50.76 | 16.2 | |
| TgRABackbone=WRNet-34, Severity level=22026.04 | 43.58 | 20.3 | |
| TRADESBackbone=WRNet-34, Severity level=12026.04 | 42.22 | 6.8 | |
| PGDBackbone=WRNet-34, Severity level=22026.04 | 37.1 | 1.84 | |
| MARTBackbone=WRNet-34, Severity level=22026.04 | 36.34 | 7.74 | |
| TRADESBackbone=WRNet-34, Severity level=22026.04 | 33.62 | 9.18 | |
| TRADES-UBackbone=WRNet-34, Severity level=22026.04 | 26.3 | 4.5 |