HELM VHELM - Pope: leaderboard

The "Pope" 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. Source: crfm.stanford.edu. Saturation forecast: Estimated already saturated. 48 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.0 Pro (Preview 02-05)89.6#305
2Gemini 2.0 Flash89.2#344
3Gemini 2.0 Flash (Preview)88.9#366
4Gemini 1.5 Flash (002)88.8#585
5Gemini 2.0 Flash Lite88.7#453
6Gemini 2.5 Pro (Preview 03-25)88.3#124
7Gemini 1.5 Pro (002)88#350
8GPT-4o (2024-05-13)87.9#326
9GPT-4.587#276
10GPT-4.1 Mini86.9#351
11O3 (2025-04-16)86.8#123
12GPT-4o (2024-08-06)86.6#335
13GPT-4o (2024-11-20)86.2#378
14GPT-4.1 (2025-04-14)85.9#250
15Llama 4 Maverick Instruct FP885.1#412

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-pope · How It Works · Data refreshed daily, snapshot 2026-10-23.