HELM VHELM - Image2Webpage: leaderboard

The "Image2Webpage" subtask of HELM VHELM. Stanford HELM's VHELM project, the holistic evaluation of vision-language models: image-grounded question answering, OCR, chart and diagram reading, spatial reasoning, robustness, bias, fairness and toxicity scenarios scored under one ha...

Metric: EMD-Sim. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 18 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o (2024-05-13)66.48#326
2Claude 3 Sonnet (20240229)61.02#681
3Claude 3 Opus (20240229)37.85#413
4Claude 3 Haiku (20240307)0#777

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-vhelm-image2webpage · How It Works · Data refreshed daily, snapshot 2026-10-23.