ITPEval - Formalizing 100 Theorems Statements: leaderboard
Metric: Pass@1 (%; share of the 696 directed Formalizing 100 Theorems (tier B, ecosystem) statement pairs whose single translated statement verifies; zero-shot direct translation at temperature 0: given a source file in Lean 4, Isabelle, Rocq or HOL Light and a target prover, emit raw target code, which must verify under the target prover). Source: arxiv.org. Saturation forecast: Around August 2028. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 15.23 |
| 2 | Gemini 3.1 Pro (Preview) | 13.94 |
| 3 | DeepSeek V4 Pro | 6.61 |
| 4 | Claude Sonnet 4.6 | 4.6 |
| 5 | Qwen 3 235B A22B | 1.44 |
Interactive version: theaggregate.ai/benchmark?slug=itpeval-formalizing-100-theorems-statements · How It Works · Data refreshed daily, snapshot 2026-09-29.