Image Classification on ImageNet (val) (ID/Adv ID Evaluation)
82.85ID AccuracyTPGM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPGMBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 82.85 | 0 | |
| FLYPBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 82.6 | 0 | |
| WISE-FTBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 82.5 | 0 | |
| SPDBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 82.4 | 0 | |
| GRACEBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 82.3 | 32.4 | |
| Vanilla FTBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 81.3 | 0 | |
| PMG-AFTBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 68.5 | 33.6 | |
| CLIPBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 68.35 | 0 | |
| TeCoABackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 66.8 | 31.2 | |
| LAATBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 64.2 | 27.8 | |
| FAREBackbone=ViT-B/16, Adversarial Perturbation Strength (ϵ)=4/2552026.03 | 58.2 | 18.5 |