Doc-PP - OCR Input - Implicit Query Faithfulness (With Policy): leaderboard

Metric: Faithfulness (%; content-checklist criteria met, implicit queries under a non-disclosure policy, Mistral OCR input). Source: arxiv.org. Saturation forecast: Around August 2027. 3 models tracked.

Top models

#ModelScore
1GPT-5.2 (Thinking)70.6
2Qwen 3 VL 235B A22B (Thinking)63.8
3Gemini 3 Pro (Preview)61.4

Interactive version: theaggregate.ai/benchmark?slug=doc-pp-ocr-input-implicit-query-faithfulness-with-policy · How It Works · Data refreshed daily, snapshot 2026-09-25.