Open Wendong-Fan opened 2 months ago
GAIA is a new benchmark designed to evaluate the capabilities of general AI assistants. GAIA presents real-world questions that require fundamental abilities such as reasoning, multi-modal handling, web browsing, and tool use. GAIA
Specifically, GAIA needs AI assistants to be able to solve tasks that are conceptually simple but require complex sequences of actions, just like ordinary people.
GAIA's design principles include simplicity of questions, interpretability, non-gameability, and ease of use.
I have attached the link to the dataset for the GAIA test questions. https://huggingface.co/gaia-benchmark
GAIA is a new benchmark designed to evaluate the capabilities of general AI assistants. GAIA presents real-world questions that require fundamental abilities such as reasoning, multi-modal handling, web browsing, and tool use. GAIA
Specifically, GAIA needs AI assistants to be able to solve tasks that are conceptually simple but require complex sequences of actions, just like ordinary people.
GAIA's design principles include simplicity of questions, interpretability, non-gameability, and ease of use.
I have attached the link to the dataset for the GAIA test questions. https://huggingface.co/gaia-benchmark
Thanks @Asher-hss 's study!
Hi guys, Microsoft's AgentEval framework is also a good option. Currently, Microsoft is integrating this framework into Autogen. Last week, I discovered several different AgentEval options, so I prioritized researching GAIA. I have been studying the latest version of Microsoft's AgentEval these past few days. This benchmark comprehensively evaluates LLM applications through three agents: CriticAgent, QuantifierAgent, and VerifierAgent.
https://microsoft.github.io/autogen/blog/2024/06/21/AgentEval https://microsoft.github.io/autogen/blog/2024/01/25/AutoGenBench/
Required prerequisites
Motivation
add benchmark for agents evaluation
Solution
Alternatives
No response
Additional context
No response