HELM Image2Struct - Image2Latex: leaderboard

Metric: EMS. Source: crfm.stanford.edu. 20 models tracked.

Top models

#ModelScore
1Gemini 1.5 Flash (002)70.92
2GPT-4o (2024-08-06)66.49
3GPT-4o (2024-05-13)65.98
4Gemini 1.5 Pro (002)65.49
5Claude 3 Opus (20240229)63.23
6Claude 3.5 Sonnet (20240620)61.09
7Claude 3.5 Sonnet (20241022)54.26
8Claude 3 Sonnet (20240229)52
9GPT-4o Mini (2024-07-18)44.47

Interactive version: theaggregate.ai/benchmark?slug=helm-image2struct-image2latex · How It Works · Data refreshed daily, snapshot 2026-09-08.