HELM Image2Struct - Image2Latex Plot: leaderboard

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

Top models

#ModelScore
1Gemini 1.5 Flash (002)63.3
2Claude 3 Sonnet (20240229)61.68
3Claude 3 Opus (20240229)60.74
4GPT-4o Mini (2024-07-18)58.17
5Gemini 1.5 Pro (002)54.67
6GPT-4o (2024-08-06)54.24
7Claude 3.5 Sonnet (20240620)52.92
8GPT-4o (2024-05-13)50.11
9Claude 3.5 Sonnet (20241022)45.97

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