HELM Image2Struct - Image2Latex Wild: leaderboard

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

Top models

#ModelScore
1GPT-4o (2024-05-13)67.09
2Gemini 1.5 Flash (002)64.56
3Claude 3 Opus (20240229)63
4Gemini 1.5 Pro (002)62.25
5GPT-4o Mini (2024-07-18)38.3
6Claude 3.5 Sonnet (20241022)35.89
7Claude 3.5 Sonnet (20240620)35.3
8GPT-4o (2024-08-06)35.25
9Claude 3 Sonnet (20240229)32.4

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