DocVQA 2026 - Maps: leaderboard

DocVQA 2026 accuracy on maps documents under the published high-thinking baseline protocol.

Metric: Accuracy (%, high thinking). Source: huggingface.co. Saturation forecast: Around 2031. 4 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.2 (High)20#115 (GPT-5.2)
2GPT-5 Mini (High)10#193 (GPT-5 Mini)
3Gemini 3 Pro (Preview) (High)0#71 (Gemini 3 Pro (Preview))
4Gemini 3 Flash (Preview) (High)0#90 (Gemini 3 Flash (Preview))

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

Interactive version: theaggregate.ai/benchmark?slug=docvqa-2026-maps · How It Works · Data refreshed daily, snapshot 2026-11-05.