Benchmarks in Leipzig
A group of 49 mathematicians conducted a workshop in Leipzig to compile a dataset of research-level mathematics questions. The resulting collection included 100 questions, which were evaluated using various large language models (LLMs). The study demonstrated significant improvements in the mathematical reasoning capabilities of LLMs, with only two questions remaining unsolved after extensive testing.
- ▪The workshop took place at the Max Planck Institute for Mathematics in the Sciences in Leipzig, Germany, from April 1 to May 15, 2026.
- ▪The mathematicians evaluated the questions in three stages, starting with five state-of-the-art LLMs.
- ▪Initially, 41 questions were unsolved, but this number decreased to only 2 after further evaluations.
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| Original publisher | arXiv.org |
| Canonical URL | https://arxiv.org/abs/2606.05818 |
| Publication time | Sat, 06 Jun 2026 14:00:52 +0000 |
| Retrieval time | 2026-06-06T14:31:27.052Z |
| Last seen | 2026-06-06T14:35:58.885Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | None |
| Cluster logic | Not yet clustered, or no peer story found in the clustering window. |
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| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
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| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
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Mathematics > History and Overview arXiv:2606.05818 (math) [Submitted on 4 Jun 2026] Title:Benchmarks in Leipzig Authors:Andrei Balakin, Miklós Bóna, Marie-Charlotte Brandenburg, Clara Briand, Veronica Calvo Cortes, Shelby Cox, Jesus A. De Loera, Danai Deligeorgaki, Hannah Friedman, Tim Gehrunger, Chiara Giardino, Stephen Griffeth, Baran Hashemi, Elena Hoster, Alexander Ivanov, Nupur Jain, Aryaman Jal, Leonie Kayser, Joris Koefler, Kevin Kühn, Mario Kummer, Felix Lotter, René Marczinzik, Victor S. Miller, Alejandro Morales, Greta Panova, Gianni Petrella, Nathan Pflueger, Lakshmi Ramesh, Nikolas Rieke, Carlos Rodriguez, Andrea Rosana, Flavio Salizzoni, Otto T.P.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at arXiv.org.
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