ResearchBenchmarksRobustness to Jailbreak Attacks on JailbreakV-28KRobustness to Jailbreak Attacks on JailbreakV-28KFollow24.5Harmful Reasoning RatioIPO22.8234.1645.556.84Sep 29, 2025Evaluation resultsMethodMethodLinksHarmful Reasoning RatioHarmful Response RatioIPOBackbone=DS-8BBackbone=DS-8B2025.0924.50.9RealSafeBackbone=DS-8BBackbone=DS-8B2025.0947.27.1BaseBackbone=DS-8BBackbone=DS-8B2025.0966.543.9