PCoA - Citation: leaderboard

Metric: Sentence F1 (0-1; cited sentences that are in the reference citation set and each entail a claim of the generated summary). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.

Top models

#ModelScore
1GPT-4o0.67
2DeepSeek V3 (0324)0.67
3Mistral Large 2 (Nov) Instruct (2411)0.66
4Llama 3.1 70B Instruct0.65

Interactive version: theaggregate.ai/benchmark?slug=pcoa-citation · How It Works · Data refreshed daily, snapshot 2026-09-25.