Is Visual Agentic Memory (VAM) superseded?

Visual Agentic Memory (VAM) (Agent / long-term memory): current frontier — recent, not yet superseded in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline.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 EventMemAgent. Newer alternatives in the same sub-problem include Visual Agentic Memory (VAM).

Agent / long-term memory

Visual Agentic Memory (VAM)

Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval

On the frontierfirst seen May 15, 2026

Current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.

Visual Agentic Memory (VAM)Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval
May 15, 2026