Doc-PP - OCR Input - Implicit Query Faithfulness (No Policy): leaderboard

Metric: Faithfulness (%; criteria met, the requested value plus the content checklist, implicit queries without a policy, Mistral OCR input). Source: arxiv.org. Saturation forecast: Around September 2027. 3 models tracked.

Top models

#ModelScore
1Qwen 3 VL 235B A22B (Thinking)80.4
2GPT-5.2 (Thinking)78.6
3Gemini 3 Pro (Preview)61.1

Interactive version: theaggregate.ai/benchmark?slug=doc-pp-ocr-input-implicit-query-faithfulness-no-policy · How It Works · Data refreshed daily, snapshot 2026-09-25.