Image Classification on CIFAR-10 (Clean, AA, Gap Metrics)
87.44Clean AccuracyHICAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HICATBackbone=WRN-34-10, Data Augmentation=None2026.06 | 87.44 | 56.2 | 3.03 | |
| DHATBackbone=WRN-34-10, Data Augmentation=None2026.06 | 86.1 | 54.48 | 6.3 | |
| SGLRBackbone=WRN-34-10, Data Augmentation=None2026.06 | 85.81 | 52.77 | 9.84 | |
| AWPBackbone=WRN-34-10, Data Augmentation=None2026.06 | 85.57 | 53.9 | 7.51 | |
| CFABackbone=WRN-34-10, Data Augmentation=None2026.06 | 84.9 | 52.63 | 11.27 | |
| FSRBackbone=WRN-34-10, Data Augmentation=None2026.06 | 84.46 | 53.03 | 7.99 | |
| MARTBackbone=WRN-34-10, Data Augmentation=None2026.06 | 84.17 | 51.1 | 9.9 | |
| UIATBackbone=WRN-34-10, Data Augmentation=None2026.06 | 83.2 | 52.92 | 9.4 |