Method Drift›Agent / long-term memory
Superseded baseline#43 of 63 most-superseded
ReMem
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving MemoryAgent / long-term memory · first seen Nov 25, 2025
superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating ReMem. Values are copied from the source paper's tables — verify against the cited paper.
- Live-Evo: Online Evolution of Agentic Memory from Continuous Feedback
Live-Evo beats ReMem · Avg [Self-Evolving Memory Methods]
0.14 vs 0.16
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Feb 2, 2026