Image Classification on ImageNet-1k (CA and AA)
81.64CA (%)None
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NoneDefense=None2023.05 | 81.64 | 0 | |
| R&P2023.05 | 78.71 | 26.56 | |
| RNstd=0.12023.05 | 75.98 | 10.16 | |
| CeTaDBackbone=BERT-large2023.05 | 65.63 | 43.55 | |
| CeTaDBackbone=GPT-22023.05 | 61.52 | 30.31 | |
| RNstd=0.22023.05 | 57.42 | 35.55 | |
| CeTaDBackbone=BERT2023.05 | 53.32 | 36.91 | |
| FD2023.05 | 52.15 | 27.15 | |
| CeTaDBackbone=ViT2023.05 | 51.17 | 34.38 | |
| Linear2023.05 | 47.66 | 39.45 | |
| CeTaDBackbone=ViT-large2023.05 | 45.7 | 36.33 | |
| Bottleneck2023.05 | 40.63 | 22.85 | |
| RNstd=0.32023.05 | 34.18 | 24.41 | |
| FFN2023.05 | 25.2 | 14.84 |