MEGA reports higher benchmark scores than prior agent optimizers, but its central claim of a self-evolving wisdom graph is not actually demonstrated by the presented experiments.
DS-Agent: Automated data science by empowering large language models with case-basedreasoning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph
MEGA reports higher benchmark scores than prior agent optimizers, but its central claim of a self-evolving wisdom graph is not actually demonstrated by the presented experiments.