Adversarial Robustness on Adversarial Robustness Prompts
92GCG ASRDefault
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DefaultModel=Qwen2.5-14B2026.02 | 92 | 45 | 98 | 27 | 99 | 100 | |
| DefaultModel=Llama3-8B2026.02 | 39 | 30 | 99 | 33 | 98 | 100 | |
| Diffusion-onlyModel=Llama3-8B2026.02 | 20 | 13 | 88 | 4 | 23 | 88 | |
| LATModel=Llama3-8B2026.02 | 9 | 15 | 0 | 1 | 94 | 94 | |
| CATModel=Qwen2.5-14B2026.02 | 9 | 14 | 11 | 0 | 92 | 93 | |
| DATModel=Llama3-8B2026.02 | 8 | 8 | 0 | 2 | 32 | 36 | |
| MixAT-GCGModel=Qwen2.5-14B2026.02 | 5 | 2 | 0 | 0 | 75 | 75 | |
| DATModel=Qwen2.5-14B2026.02 | 5 | 0 | 2 | 1 | 14 | 18 | |
| CATModel=Llama3-8B2026.02 | 4 | 13 | 0 | 0 | 88 | 88 | |
| MixAT-GCGModel=Llama3-8B2026.02 | 4 | 3 | 2 | 1 | 77 | 77 | |
| CBModel=Llama3-8B2026.02 | 3 | 9 | 56 | 13 | 92 | 94 |