ResearchBenchmarksOS Task on Lifelong Agent Bench (val)OS Task on Lifelong Agent Bench (val)Follow74.6Success RateMemRL64.92867.43969.9572.461Jan 6, 2026Evaluation resultsMethodMethodLinksSuccess RateMemRLModel=GPT-4o-miniModel=GPT-4o-mini2026.0174.6MemPModel=GPT-4o-miniModel=GPT-4o-mini2026.0172RAGModel=GPT-4o-miniModel=GPT-4o-mini2026.0171.3Mem0Model=GPT-4o-miniModel=GPT-4o-mini2026.0168.6No MemoryModel=GPT-4o-miniModel=GPT-4o-mini2026.0167.3Self-RAGModel=GPT-4o-miniModel=GPT-4o-mini2026.0165.3