Image Classification on Imagenette (Clean and Robust Accuracy)
82.9Clean AccuracyDefault
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DefaultBackbone=WRN-28-10, Attack Protocol=PGD-EOT attack (ℓ∞, ϵ = 8/255)2026.05 | 82.9 | 0 | |
| TARO-2Backbone=WRN-28-10, Attack Protocol=PGD-EOT attack (ℓ∞, ϵ = 8/255)2026.05 | 81.6 | 72.3 | |
| TARO-2-AABackbone=WRN-28-10, Attack Protocol=PGD-EOT attack (ℓ∞, ϵ = 8/255)2026.05 | 81.2 | 67.3 | |
| AAOptBackbone=WRN-28-10, Attack Protocol=PGD-EOT attack (ℓ∞, ϵ = 8/255)2026.05 | 80.4 | 66.4 | |
| Score-Opt-OBackbone=WRN-28-10, Attack Protocol=PGD-EOT attack (ℓ∞, ϵ = 8/255)2026.05 | 76.4 | 69.5 |