ResearchBenchmarksMulti-task Average on Aggregate (ACE, Casie, AgNews, SST5, CB, R8)Follow76Average ScoreUCPOF63.301666.598369.89573.1917Feb 23, 2026Evaluation ResultsMethodMethodLinksAverage ScoreUCPOFModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0276Full RAGModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0273.83gold shotModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0264.65baselineModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0263.79