Image Classification on SVHN (train)
99.88Clean AccuracySL
Evaluation Results
| Method | Links | |
|---|---|---|
| SL2026.04 | 99.88 | |
| SL2026.04 | 99.88 | |
| PonderNet2026.04 | 99.83 | |
| PonderNet2026.04 | 99.83 | |
| ACT2026.04 | 99.8 | |
| ACT2026.04 | 99.8 | |
| RIC2026.04 | 99.4 | |
| RIC2026.04 | 99.4 | |
| TRADES+LOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.79 | |
| TRADES+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.61 | |
| TRADESBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.45 | |
| TRADES(S)Backbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.43 | |
| MARTBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.23 | |
| TRADES(S)+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.22 | |
| TRADES(S)+SLOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.12 | |
| TRADES(S)+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 97.11 | |
| TRADESBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 96.59 | |
| TRADES(S)+LOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 96.46 | |
| TRADES+SLOREBackbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 96.22 | |
| TRADES(S)Backbone=PreResNet18 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 96.06 | |
| TRADES+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 95.46 | |
| MART+LOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 94.7 | |
| MART+SLOREBackbone=WRN-28-10 (Swish), Training Augmentation=1x10^6 EDM-generated images2024.03 | 88.13 |