We present FIMO, an innovative dataset comprising formal mathematical problem statements sourced from the International Mathematical Olympiad (IMO) Shortlisted Problems. Designed to facilitate advanced automated theorem proving at the IMO level, FIMO is currently tailored for the Lean formal language. It comprises 149 formal problem statements, accompanied by both informal problem descriptions and their corresponding LaTeX-based informal proofs. Through initial experiments involving GPT-4, our findings underscore the existing limitations in current methodologies, indicating a substantial journey ahead before achieving satisfactory IMO-level automated theorem proving outcomes.
FIMO: A Challenge Formal Dataset for Automated Theorem Proving
FIMO, an IMO problem statement dataset in the Lean formal language, highlights current automated theorem proving challenges.
- Year
- 2023
- Venue
- arXiv 2023
- Authors
- 12
- Hosting
- Abstract onlyARXIV-DEFAULT
Cite
Notes
Only stored in your browser.
Attribution
- Abstract & full text
- arxiv.org/abs/2309.04295v2ARXIV-DEFAULT
- TL;DR
- Semantic Scholar