Image Classification on CIFAR-100 1x10^6 EDM-generated images-augmented (train)
90.17CleantrTRADES + LORE
Evaluation Results
| Method | Links | |
|---|---|---|
| TRADES + LOREBackbone=WRN-28-10 (Swish)2024.03 | 90.17 | |
| TRADESBackbone=WRN-28-10 (Swish)2024.03 | 89.39 | |
| TRADES + SLOREBackbone=WRN-28-10 (Swish)2024.03 | 88.95 | |
| TRADES + LOREBackbone=PreResNet18 (Swish)2024.03 | 86.35 | |
| TRADESBackbone=PreResNet18 (Swish)2024.03 | 85.27 | |
| TRADES(S)Backbone=WRN-28-10 (Swish)2024.03 | 85.22 | |
| TRADES + SLOREBackbone=PreResNet18 (Swish)2024.03 | 84.95 | |
| TRADES(S) + LOREBackbone=WRN-28-10 (Swish)2024.03 | 84.82 | |
| TRADES(S) + SLOREBackbone=WRN-28-10 (Swish)2024.03 | 84.78 | |
| MART + LOREBackbone=WRN-28-10 (Swish)2024.03 | 83.21 | |
| TRADES(S) + SLOREBackbone=PreResNet18 (Swish)2024.03 | 81.85 | |
| TRADES(S)Backbone=PreResNet18 (Swish)2024.03 | 81.84 | |
| MARTBackbone=WRN-28-10 (Swish)2024.03 | 81.82 | |
| TRADES(S) + LOREBackbone=PreResNet18 (Swish)2024.03 | 81.81 | |
| MART + SLOREBackbone=WRN-28-10 (Swish)2024.03 | 80.35 | |
| MART + LOREBackbone=PreResNet18 (Swish)2024.03 | 78.57 | |
| MARTBackbone=PreResNet18 (Swish)2024.03 | 77.78 | |
| MART + SLOREBackbone=PreResNet18 (Swish)2024.03 | 77.08 |