White-box robustness against single point failure attacks on WikiText-2
5.03Original Perplexity (PPL)Baseline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaselineModel=Llama-2-7B2026.03 | 5.03 | 1 | 19,456 | |
| RADARModel=Llama-2-7B2026.03 | 5.03 | 2 | 19,456 | |
| RoRModel=Llama-2-7B2026.03 | 5.03 | 17,877 | 18,304 | |
| BaselineModel=Qwen2.5-7B2026.03 | 5.41 | 1 | 344,064 | |
| RADARModel=Qwen2.5-7B2026.03 | 5.41 | 2 | 344,064 | |
| RoRModel=Qwen2.5-7B2026.03 | 5.41 | 17,494 | 284,672 | |
| FaRModel=Qwen2.5-7B2026.03 | 6.56 | 7 | 108,003,328 | |
| FaRModel=Llama-2-7B2026.03 | 8 | 7 | 11,072 |