Papers

新基准测试智能体能否胜任科研任务

Why we picked it

有人做了个 50 多个任务、覆盖 9 个学科的基准,专门测智能体能不能真正做科研,还带排行榜可以看谁家 agent 最能打。

一个新基准专门评估智能体做科学研究的能力,包含 50 多个任务,覆盖 9 个学科。基准附带排行榜,用来对比不同智能体的表现。评估标准包括选择正确方法、运行计算、从失败中学习,以及产出可验证的结果。

Original · Ate-a-Pi

Can agents really do scientific research?

This is a new benchmark that focuses on this.

It comes with 50+ tasks across 9 scientific disciplines. There's also a leaderboard to see which agents work best.

Here is how we know an agent is good for scientific research:

• It should be able to choose the right methods • It should be able to run computations • It should be able to learn from failures • It should be able to produce verifiable results