ResearchBenchmarksValue Re-alignment on SynthValueBenchValue Re-alignment on SynthValueBenchFollow0.8Krippendorff's AlphaDPO-Gold0.75840.76920.780.7908Nov 4, 2025Evaluation resultsMethodMethodLinksKrippendorff's AlphaWin Rate vs. TRACEWin Rate vs. U2ADPO-GoldUnderlying LLMs=Averag...Underlying LLMs=Averaged across three distinct LLMs2025.110.874.692.4TRACEUnderlying LLMs=Averag...Underlying LLMs=Averaged across three distinct LLMs2025.110.79—85.3U2AUnderlying LLMs=Averag...Underlying LLMs=Averaged across three distinct LLMs2025.110.7614.7—