Uncertainty & Selective Classification on CIFAR-100 Clean standard (test)
16.41AURCAT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ATAugmentation=Basic, Backbone=WRN-34-10, Threat Model=l-infinity2026.07 | 16.41 | 11.9 | 82.75 | |
| EV-ATAugmentation=AugMix, Backbone=WRN-34-10, Threat Model=l-infinity2026.07 | 14.54 | 10.28 | 80.32 | |
| EV-ATAugmentation=Basic, Backbone=WRN-34-10, Threat Model=l-infinity2026.07 | 13.4 | 9.71 | 82.43 | |
| EV-ATAugmentation=Cutout, Backbone=WRN-34-10, Threat Model=l-infinity2026.07 | 13.16 | 9.41 | 81.3 | |
| EV-ATAugmentation=AutoAug, Backbone=WRN-34-10, Threat Model=l-infinity2026.07 | 12.2 | 8.71 | 80.58 |