Research3h ago
RENDER Benchmark Tests LLM Memory Formatting
Matched-budget resolved packets beat recency-truncated raw dialogue by 42.4 to 72.6 points in the new RENDER benchmark. The study tests how different input formats, like LangChain summaries or raw excerpts, affect retrieval accuracy across nine models. This proves that how memory is rendered matters as much as the memory itself.