Method Drift›Tool use / function calling
Superseded baseline#41 of 55 most-superseded
Mem0
Mem0: Building Production-Ready AI Agents with Scalable Long-Term MemoryTool use / function calling · first seen Apr 28, 2025
superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 0 beat it on benchmarks
What papers say
Verbatim critique sentences, each from a paper that cites Mem0 as a baseline.
“Recent benchmarks for tool use evaluate an agent's ability to invoke external APIs in multi-turn settings ... However, they treat tool use as a decision process based solely on the current dialogue state, ignoring prior interactions.”
— Latent Preference Modeling for Cross-Session Personalized Tool Calling
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Apr 20, 2026