ResearchBenchmarksLong-context Question Answering on MuSiQue (LongBench test set)Follow20String MatchMemDefrag15.8416.921819.08Jul 7, 2026Evaluation ResultsMethodMethodLinksString MatchF1 ScoreROUGE-LBERTScoreMemDefragBackbone=Llama-3.1-8B,...Backbone=Llama-3.1-8B, Max Length=16,384 tokens, Top-K=22026.07206.165.6583.49M+Backbone=Llama-3.1-8B,...Backbone=Llama-3.1-8B, Max Length=16,384 tokens2026.0719.56.035.8481.37MemoryLLMBackbone=Llama-3.1-8B,...Backbone=Llama-3.1-8B, Max Length=16,384 tokens2026.07165.085.1681.38