ResearchBenchmarksAgent task performance on AgentBoard ScienceWorld Block StreamAgent task performance on AgentBoard ScienceWorld Block StreamFollow64.4Success Rate (1-)ReAct59.82461.01262.263.388Jun 1, 2026Evaluation resultsMethodMethodLinksSuccess Rate (1-)Precision Rate (1-)Success Rate (2-)Precision Rate (2-)ReAct2026.0664.487.164.487.1ExpRAG2026.0664.487.865.686.9ReMem2026.0664.485.762.285MEMPROBE2026.066085.262.287.2