ResearchBenchmarksInstruction Following on VerInstruct (sampled)Instruction Following on VerInstruct (sampled)Follow62.8SEIF Win RateSEIF53.12855.63958.1560.661May 8, 2026Evaluation resultsMethodMethodLinksSEIF Win RateSEIF Tie RateSEIF Lose RateSEIFComparison=BASEComparison=BASE2026.0562.817.519.7SEIFComparison=w/o Instruc...Comparison=w/o Instructor Evolving2026.0556.521.522SEIFComparison=Meta-RewardingComparison=Meta-Rewarding2026.0553.52125.5