Is Long Term Memory superseded?

Long Term Memory (Agent / long-term memory): present, but with little supersession signal in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline. Sub-problem: cluster led by Chameleon. Newer alternatives in the same sub-problem include VPWEM.

Agent / long-term memory

Long Term Memory

Long Term Memory: The Foundation of AI Self-Evolution

Trackedfirst seen Oct 21, 2024

Present, but with little supersession signal in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.

VPWEMVPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory
Mar 5, 2026