ResearchBenchmarksEvent Extraction on ACEEvent Extraction on ACEFollow60.55AccuracyFull RAG32.875640.060347.24554.4297Feb 23, 2026Evaluation resultsMethodMethodLinksAccuracyFull RAGModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0260.55UCPOFModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0255.96gold shotModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0237.61baselineModel=Llama-3-8B-InstructModel=Llama-3-8B-Instruct2026.0233.94