Image Classification on Imagenette zero-shot
99.2Accuracy (clean)UniTok (clean)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniTok (clean)Tokenizer Training Radius=none, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 99.2 | 0 | 0 | |
| UniTok (AT 4/255)Tokenizer Training Radius=4/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 99.2 | 92.1 | 75 | |
| UniTok (AT 8/255)Tokenizer Training Radius=8/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 97.8 | 91.5 | 82.7 | |
| UniTok (AT 12/255)Tokenizer Training Radius=12/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 95.6 | 88.7 | 81.4 | |
| UniTok (AT 18/255)Tokenizer Training Radius=18/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 92.7 | 86.3 | 79.6 |