naturebench
naturebench is NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? - FrontisAI/NatureBench. It is ranked #1163 on the AI Radar, in AI coding agents, first seen 11 days ago and shared in 1 post (6.1k views).
GitHub - FrontisAI/NatureBench: NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? · GitHub Skip to content Navigation Menu Sign in Appearance settings Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} FrontisAI / NatureBench Public Notifications You must be signed in to change notification settings Fork 10 Star 125 main Branches Tags Go to file Code Open more…
What people said about naturebench on X
Agent 能复现科学，还不会发明科学。 NatureBench 的结果很说明问题：AI Agent 已经能在隐藏原方法、禁止搜网的条件下，对打 Nature 系论文作者的 SOTA——甚至 25.6% 的任务真正超越了已发表结果。 但作者点破了关键： Agent 赢的时候，大多是把科学问题翻译成有监督的机器学习任务，然后靠算力和执行把它做完。 也就是说，它赢的是"复现"——给定问题、给定范式，比作者跑得更快更好。 它还没赢的是"发明"——在没有问题的地方提出新问题，在没有方法的地方造出新方法。 复现考验的是执行力；发明考验的是提问力。 而提问，恰恰是最难被 harness、被外化、被 scale 的那部分能力。
— @qingke_ai, 11 days ago · 31 likes · see the post
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naturebench in numbers
- Rank on the AI Radar: #1163 of 1321
- Shared in 1 post by 1 account: @qingke_ai
- 6.1k views on those posts
- First seen 11 days ago, last shared 11 days ago
- Pricing seen by Jev: open source
- Market: AI coding agents
FAQ
What is naturebench?
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? - FrontisAI/NatureBench It was first shared on X 11 days ago and is ranked #1163 on the AI Radar.
Is naturebench free?
It is open source.
Who shared naturebench?
1 account on X, including @qingke_ai, in 1 post totalling 6.1k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 4.7k X accounts over the last 14 days, 1.3k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 21:10 UTC. Full method.