LiveWeb-IE - Type I: leaderboard
Metric: F1 (%) on Type I queries (one attribute with a single value) of LiveWeb-IE (live websites in 15 domains): the model writes reusable XPath wrappers from the first page of each page group, given its HTML and a natural-language query, and the wrappers extract values from every page of the group on the live site; attributes are aligned by a GPT-4o matcher; single-pass chain-of-thought generation; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4o | 47.54 | #333 |
| 2 | Qwen 2.5 72B Instruct | 39.98 | #436 |
| 3 | Qwen 2.5 7B Instruct | 35.08 | #846 |
| 4 | Gemini 2.5 Flash | 34.36 | #237 |
| 5 | GPT-4o Mini | 33.41 | #588 |
| 6 | Gemma 3 27B (IT) | 32.63 | #509 |
| 7 | Qwen 2.5 32B Instruct | 30.78 | #491 |
| 8 | Gemma 3 4B (IT) | 14.62 | #971 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=liveweb-ie-type-i · How It Works · Data refreshed daily, snapshot 2026-10-11.