HELM Image2Struct - Image2Latex Algorithm: leaderboard

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

Top models

#ModelScore
1Gemini 1.5 Flash (002)77.74
2Gemini 1.5 Pro (002)62.09
3GPT-4o (2024-08-06)60.57
4GPT-4o (2024-05-13)60.46
5Claude 3 Opus (20240229)59.09
6Claude 3.5 Sonnet (20240620)57.98
7Claude 3 Sonnet (20240229)37.95
8GPT-4o Mini (2024-07-18)36.36
9Claude 3.5 Sonnet (20241022)33.7

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