RealDocBench: leaderboard
Metric: Per-field accuracy (%): share of the 3,742 answer keys whose extracted value matches the typed gold value; RealDocBench QA track: 1,356 field-level questions on 581 real regulated documents (mortgage, finance, supply chain, medical); the system parses each document to markdown without seeing the questions, and a fixed extraction LLM (Gemini 3 Flash) fills the typed answer template from that markdown only; type-tolerant matching; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.8 | 93 |
| 2 | Gemini 3.5 Flash | 89.3 |
Interactive version: theaggregate.ai/benchmark?slug=realdocbench · How It Works · Data refreshed daily, snapshot 2026-09-29.