Method Drift›Agent / long-term memory
Superseded baseline#38 of 63 most-superseded
Generative Agents
Generative Agents: Interactive Simulacra of Human BehaviorAgent / long-term memory · first seen Apr 7, 2023
superseded — cited as a baseline and beaten by newer methods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 Generative Agents. Values are copied from the source paper's tables — verify against the cited paper.
- Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents
MuRAG beats Generative Agents · F1 [FR (Factual Retrieval)]
0.6724 vs 0.2424
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- May 14, 2026