HELM VHELM - A Okvqa Dialect: leaderboard
The "A Okvqa Dialect" 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: PEM (Fairness). Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 48 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Pro (Preview 03-25) | 91.9 | #124 |
| 2 | GPT-4.5 | 90.8 | #276 |
| 3 | O3 (2025-04-16) | 89.5 | #123 |
| 4 | GPT-4o (2024-05-13) | 89.4 | #326 |
| 5 | GPT-4.1 Mini | 89.2 | #351 |
| 6 | GPT-4.1 (2025-04-14) | 89.1 | #250 |
| 7 | O4 Mini (2025-04-16) | 89.1 | #181 |
| 8 | Gemini 2.0 Flash (Preview) | 89.1 | #366 |
| 9 | Gemini 2.0 Pro (Preview 02-05) | 88.6 | #305 |
| 10 | GPT-4o (2024-11-20) | 88.4 | #378 |
| 11 | Gemini 1.5 Pro (002) | 88.2 | #350 |
| 12 | Gemini 2.0 Flash | 87.9 | #344 |
| 13 | GPT-4o (2024-08-06) | 87.4 | #335 |
| 14 | Gemini 2.0 Flash Lite | 86.6 | #453 |
| 15 | Gemini 1.5 Flash (002) | 85.4 | #585 |
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-a-okvqa-dialect · How It Works · Data refreshed daily, snapshot 2026-10-23.