Method Drift›Tool use / function calling
Superseded baseline#33 of 55 most-superseded
CodeAct
Tool use / function calling
superseded — cited as a baseline and beaten by newer methods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 CodeAct as a baseline.
“relying solely on the built-in functions of programming languages and a limited set of predefined libraries codeact restricts the quantity and scope of tools that can be invoked”
— CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.