HELM VHELM - Mme - Celebrity: leaderboard
VHELM (Stanford CRFM HELM for vision-language models, run v2.1.2) MME celebrity subtask: yes/no questions about recognizing celebrities in images; 340 questions, prefix quasi-exact match. Percent correct, 0-100, higher is better; guessing scores 50.
Metric: Prefix Quasi-Exact Match (%). 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) | 94.41 | #126 |
| 2 | GPT-4.1 (2025-04-14) | 92.06 | #257 |
| 3 | GPT-4o (2024-05-13) | 90.29 | #337 |
| 4 | Gemini 1.5 Pro (002) | 90 | #368 |
| 5 | Gemini 2.0 Pro (Preview 02-05) | 89.71 | #318 |
| 6 | GPT-4o (2024-08-06) | 88.82 | #343 |
| 7 | Claude 3.5 Sonnet (20241022) | 88.53 | #302 |
| 8 | Gemini 1.5 Flash (002) | 88.53 | #587 |
| 9 | Claude 3.5 Sonnet (20240620) | 87.94 | #308 |
| 10 | Gemini 2.0 Flash | 87.35 | #351 |
| 11 | Gemini 2.0 Flash Lite | 85.88 | #455 |
| 12 | Llama 4 Scout Instruct | 84.41 | #547 |
| 13 | GPT-4o (2024-11-20) | 81.76 | #392 |
| 14 | GPT-4.1 Mini | 78.53 | #363 |
| 15 | GPT-4o Mini (2024-07-18) | 77.06 | #568 |
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-mme-celebrity · How It Works · Data refreshed daily, snapshot 2026-11-05.