KhatianDoc - Field Extraction Row F1: leaderboard
Metric: Row-level F1 (%; structured field extraction over 261 rows in 107 records, zero-shot; the metric of record for extraction). Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemma 4 26B A4B (IT) | 25.84 |
| 2 | Qwen 3 VL 8B Instruct | 17.48 |
| 3 | Qwen 2.5 VL 72B Instruct | 11.97 |
| 4 | Llama 4 Scout | 6.43 |
| 5 | Gemini 2.5 Flash Lite | 5.16 |
| 6 | GPT-4o Mini | 0.1 |
Interactive version: theaggregate.ai/benchmark?slug=khatiandoc-field-extraction-row-f1 · How It Works · Data refreshed daily, snapshot 2026-09-26.