ResearchBenchmarksStatistical Robustness under Random Bit-Flip Attacks on Qwen 0.5B 2.5Statistical Robustness under Random Bit-Flip Attacks on Qwen 0.5B 2.5Follow13.39Mean Perplexity (PPL)RoR13.35613.585513.81514.0445Mar 17, 2026Evaluation resultsMethodMethodLinksMean Perplexity (PPL)Maximum Perplexity (PPL)Failure RateRoRNumber of Trials=2,000Number of Trials=2,0002026.0313.3920.40FaRNumber of Trials=2,000Number of Trials=2,0002026.0313.981685BaselineNumber of Trials=2,000Number of Trials=2,0002026.0314.2423720