ResearchBenchmarksQuestion Answering on LongBench-E-QA v1 (test)Question Answering on LongBench-E-QA v1 (test)Follow55.7Accuracy (0-4k Context)ReMemR154.76455.00755.2555.493May 11, 2026Evaluation resultsMethodMethodLinksAccuracy (0-4k Context)Accuracy (4-8k Context)Accuracy (8k+ Context)Average AccuracyReMemR1Framework=ReMemR1, Mod...Framework=ReMemR1, Model Scale=4B2026.0555.746.344.648.9MemAgentFramework=MemAgent, Mo...Framework=MemAgent, Model Scale=4B2026.0555.3494750.4MemRereadFramework=MemReread, M...Framework=MemReread, Model Scale=4B2026.0554.846.751.150.9