PCoA - Contributory Phrases: leaderboard
Metric: Phrase F1 (0-1; token overlap of extracted contributory phrases with the reference phrases, phrases drawn from cited sentences). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Mistral Large 2 (Nov) Instruct (2411) | 0.57 |
| 2 | GPT-4o | 0.54 |
| 3 | DeepSeek V3 (0324) | 0.54 |
| 4 | Llama 3.1 70B Instruct | 0.54 |
Interactive version: theaggregate.ai/benchmark?slug=pcoa-contributory-phrases · How It Works · Data refreshed daily, snapshot 2026-09-25.