Doc-PP - Explicit Query Faithfulness (No Policy): leaderboard
Metric: Faithfulness (%; responses stating the requested value, explicit queries without a policy, page-image input). Source: arxiv.org. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 (Thinking) | 98 |
| 2 | Gemini 3 Flash (Preview) (Non-reasoning) | 97.3 |
| 3 | Qwen 3 VL 235B A22B (Thinking) | 96.8 |
| 4 | Gemini 3 Pro (Preview) | 96.6 |
| 5 | Qwen 3 VL 235B A22B Instruct | 93.5 |
| 6 | Mistral Large 3 | 89.5 |
Interactive version: theaggregate.ai/benchmark?slug=doc-pp-explicit-query-faithfulness-no-policy · How It Works · Data refreshed daily, snapshot 2026-09-25.