Image Classification on ImageNet zero-shot 1k
67.3Accuracy (Clean)UniTok (clean)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniTok (clean)Tokenizer Training Radius=none, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 67.3 | 0 | 0 | |
| UniTok (AT 4/255)Tokenizer Training Radius=4/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 66.9 | 31.9 | 10.5 | |
| UniTok (AT 8/255)Tokenizer Training Radius=8/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 58.3 | 40.3 | 23.6 | |
| UniTok (AT 12/255)Tokenizer Training Radius=12/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 50.4 | 36.5 | 25.6 | |
| UniTok (AT 18/255)Tokenizer Training Radius=18/255, Zero-shot evaluation=true, l_infinity-bounded perturbations=true2026.02 | 42.3 | 32.1 | 23.6 |