Image Classification on ImageNet-S (Clean and Adversarial Accuracy)
35.2Clean AccuracyMTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MTABackbone=ResNet502026.05 | 35.2 | 11.3 | |
| A-TPTBackbone=ResNet502026.05 | 34.4 | 26.4 | |
| R-TPTBackbone=ResNet502026.05 | 34 | 26.2 | |
| CLIPBackbone=ResNet502026.05 | 33.3 | 0.5 | |
| TPT-EnsembleBackbone=ResNet502026.05 | 29.5 | 20.7 |