CrypFormBench - Completion: leaderboard

Metric: Completion score (0-100) on CrypFormBench (700 instances over 677 cryptographic schemes and 7 formal verifier languages: Scyther, Tamarin, AVISPA, ProVerif, Maude-NPA, CryptoVerif, EasyCrypt): fill in a masked part of a formal model; the harmonic mean of the tool-executable rate and the harmonic mean of verification-outcome accuracy and F1 against the gold tool verdicts, averaged over languages; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.

Top models

#ModelScore
1DeepSeek R165.2
2GPT-4o51.5
3Grok 336.7
4Gemini 2.5 Pro25.9
5GLM-422.8
6GPT-4o Mini10.9

Interactive version: theaggregate.ai/benchmark?slug=crypformbench-completion · How It Works · Data refreshed daily, snapshot 2026-09-29.