HELM VHELM - Real World Qa: leaderboard
The "Real World Qa" 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: EM. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 48 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O3 (2025-04-16) | 79.74 | #123 |
| 2 | Gemini 2.5 Pro (Preview 03-25) | 77.52 | #124 |
| 3 | O4 Mini (2025-04-16) | 76.08 | #181 |
| 4 | GPT-4.1 Mini | 74.38 | #351 |
| 5 | Gemini 2.0 Flash (Preview) | 72.94 | #366 |
| 6 | O1 (2024-12-17) | 72.29 | #152 |
| 7 | Gemini 2.0 Pro (Preview 02-05) | 72.29 | #305 |
| 8 | Gemini 2.0 Flash | 70.59 | #344 |
| 9 | Llama 4 Maverick Instruct FP8 | 69.67 | #412 |
| 10 | Gemini 2.0 Flash Lite | 68.89 | #453 |
| 11 | GPT-4.1 (2025-04-14) | 68.37 | #250 |
| 12 | GPT-4o (2024-11-20) | 67.97 | #378 |
| 13 | Gemini 1.5 Pro (002) | 65.36 | #350 |
| 14 | Gemini 1.5 Flash (002) | 64.97 | #585 |
| 15 | Claude 3.5 Sonnet (20241022) | 63.4 | #291 |
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-real-world-qa · How It Works · Data refreshed daily, snapshot 2026-10-23.