Agent / long-term memory

MemLens

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models

On the frontierfirst seen May 14, 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Current frontier — recent, not yet superseded in the knowledge base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Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.