Image Classification on CIFAR-10 (Certified Accuracy vs Radius)
40.6ACRFP 32
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FP 32BOPs (G)=373.87, Backbone=ViT-tiny, Sigma (σ)=0.52024.10 | 40.6 | 53.8 | 42.6 | 32.2 | 24.6 | 17.2 | 10 | 6.4 | 2.8 | |
| ARQBOPs (G)=25.45, Backbone=ViT-tiny, Sigma (σ)=0.52024.10 | 38.8 | 51.4 | 40.2 | 32.8 | 23 | 17 | 9.6 | 5 | 2.8 | |
| 4-bit PACTBOPs (G)=25.45, Backbone=ViT-tiny, Sigma (σ)=0.52024.10 | 36.9 | 49.4 | 39.4 | 29.4 | 21.4 | 15 | 8.6 | 4.6 | 2.6 |