Zero-shot Classification on COCO VIS-IR
8.06Attack Success RateUnified Patch
Evaluation Results
| Method | Links | |
|---|---|---|
| Unified PatchBackbone=Meta-CLIP ViT-L/142026.05 | 8.06 | |
| Unified PatchBackbone=EVA-CLIP ViT-G/142026.05 | 12.81 | |
| Unified PatchBackbone=OpenAI CLIP ViT-L/142026.05 | 14.1 | |
| Unified PatchBackbone=OpenCLIP ViT-B/162026.05 | 17.72 | |
| TOUAPBackbone=Meta-CLIP ViT-L/142026.05 | 25.27 | |
| TOUAPBackbone=OpenAI CLIP ViT-L/142026.05 | 25.64 | |
| TOUAPBackbone=EVA-CLIP ViT-G/142026.05 | 27.09 | |
| TOUAPBackbone=OpenCLIP ViT-B/162026.05 | 36.1 | |
| CFGPatch (Random)Backbone=OpenAI CLIP ViT-L/142026.05 | 54.49 | |
| CFGPatch (Random)Backbone=Meta-CLIP ViT-L/142026.05 | 59.14 | |
| CFGPatch (Random)Backbone=EVA-CLIP ViT-G/142026.05 | 64.53 | |
| CFGPatch (Random)Backbone=OpenCLIP ViT-B/162026.05 | 65.19 | |
| CFGPatchBackbone=OpenAI CLIP ViT-L/142026.05 | 67.82 | |
| CFGPatchBackbone=Meta-CLIP ViT-L/142026.05 | 68.28 | |
| CFGPatchBackbone=EVA-CLIP ViT-G/142026.05 | 73.89 | |
| CFGPatchBackbone=OpenCLIP ViT-B/162026.05 | 77.22 |