LEDGER - Comprehensive KPI Extraction: leaderboard
Metric: Recall (%) of the 13,519 labelled KPI cells of the 494 test annual reports when the model extracts all 31 consolidated KPIs of a report in one structured pass (match tolerance 0.05%); higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.6 27B | 77.2 |
| 2 | GPT-OSS-20B | 65.7 |
| 3 | Ministral 3 14B | 41.4 |
Interactive version: theaggregate.ai/benchmark?slug=ledger-comprehensive-kpi-extraction · How It Works · Data refreshed daily, snapshot 2026-09-29.