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ResearchFormerly WizWand

Combined win rate evaluation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

PKU-SafeRLHF prompts n = 100 samples (Sev-Low)

IPO Entropic τ=10

53.6CVaR(0.125) Combined Win Rate

10

May 12, 2026

PKU-SafeRLHF Sev-3 prompts n = 100 samples

IPO Entropic τ=10

60.9Combined Win Rate (CVaR 0.125)

10

May 12, 2026

PKU-SafeRLHF Conflict prompts n = 100 samples

IPO Entropic τ=10

40.3CVaR(0.125) Combined Win Rate

10

May 12, 2026

PKU-SafeRLHF Random prompts n = 100 samples

IPO Entropic τ=10

37.1CVaR(0.125) Combined Win Rate

10

May 12, 2026