HAVEN - Saliency Ranking (With Document): leaderboard
Metric: Shot saliency ranking: Spearman rank correlation (-1 to 1) between the predicted and the true order by importance, frames plus the full video document, zero-shot on a random sample of 100 videos per source dataset; higher is better. Source: arxiv.org. Saturation forecast: Around September 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 8B Instruct | 0.22 |
| 2 | GPT-5.2 | 0.19 |
| 3 | Qwen 2.5 VL 7B Instruct | 0.07 |
Interactive version: theaggregate.ai/benchmark?slug=haven-saliency-ranking-with-document · How It Works · Data refreshed daily, snapshot 2026-10-07.