Image Classification on ImageNet Adversarial Low conf. set
18.44Top-1 AccHierarchy-CLIP
Evaluation results
| Method | Links | |
|---|---|---|
| Hierarchy-CLIPModel=CLIP, Backbone=ViT-B/16, Hierarchy Strategy=w/ hierarchy, Zero-shot=true2022.12 | 18.44 | |
| CLIPModel=CLIP, Backbone=ViT-B/16, Hierarchy Strategy=None, Zero-shot=true2022.12 | 10.13 | |
| Hierarchy-LiTModel=LiT, Backbone=ViT-B/32, Hierarchy Strategy=w/ hierarchy, Zero-shot=true2022.12 | 8.95 | |
| LiTModel=LiT, Backbone=ViT-B/32, Hierarchy Strategy=None, Zero-shot=true2022.12 | 7.19 |