Zero-shot Classification on COCO IR
92.41Attack Success RateCFGPatch
Evaluation Results
| Method | Links | |
|---|---|---|
| CFGPatchBackbone=OpenCLIP ViT-B/162026.05 | 92.41 | |
| CFGPatch (Random)Backbone=OpenCLIP ViT-B/162026.05 | 88.61 | |
| CFGPatchBackbone=OpenAI CLIP ViT-L/142026.05 | 84.48 | |
| CFGPatchBackbone=Meta-CLIP ViT-L/142026.05 | 80.65 | |
| CFGPatchBackbone=EVA-CLIP ViT-G/142026.05 | 79.8 | |
| CFGPatch (Random)Backbone=EVA-CLIP ViT-G/142026.05 | 73.4 | |
| TOUAPBackbone=OpenCLIP ViT-B/162026.05 | 69.62 | |
| CFGPatch (Random)Backbone=Meta-CLIP ViT-L/142026.05 | 66.13 | |
| CFGPatch (Random)Backbone=OpenAI CLIP ViT-L/142026.05 | 65.38 | |
| TOUAPBackbone=Meta-CLIP ViT-L/142026.05 | 55.37 | |
| TOUAPBackbone=OpenAI CLIP ViT-L/142026.05 | 46.79 | |
| TOUAPBackbone=EVA-CLIP ViT-G/142026.05 | 40.87 | |
| Unified PatchBackbone=OpenCLIP ViT-B/162026.05 | 40.51 | |
| Unified PatchBackbone=OpenAI CLIP ViT-L/142026.05 | 36.54 | |
| Unified PatchBackbone=EVA-CLIP ViT-G/142026.05 | 21.18 | |
| Unified PatchBackbone=Meta-CLIP ViT-L/142026.05 | 13.44 |