HELM VHELM - Crossmodal 3600 - Chinese Locale: leaderboard

VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) Crossmodal-3600 captioning of the 100 images from the Chinese locale: the model writes a short English caption, rated 1-5 by a Prometheus-Vision judge against human reference captions. Mean rating on the 1-5 scale, higher is better.

Metric: Prometheus Vision Rating (1-5). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 48 models tracked.

Top models

#ModelScoreOverall rank
1O4 Mini (2025-04-16)4.05#183
2GPT-4.1 Mini3.96#363
3Claude 3.5 Sonnet (20241022)3.82#302
4GPT-4.1 (2025-04-14)3.78#257
5GPT-4 Turbo3.74#417
6O3 (2025-04-16)3.68#125
7Gemini 2.5 Pro (Preview 03-25)3.65#126
8GPT-4.1 Nano3.61#730
9Claude 3.5 Sonnet (20240620)3.55#308
10GPT-4o Mini (2024-07-18)3.54#568
11GPT-4o (2024-05-13)3.54#337
12GPT-4o (2024-11-20)3.52#392
13O1 (2024-12-17)3.48#157
14Claude 3 Opus (20240229)3.48#428
15Gemini 1.5 Pro (002)3.47#368

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-vhelm-crossmodal-3600-chinese-locale · How It Works · Data refreshed daily, snapshot 2026-11-05.