HAVEN - Saliency Ranking: leaderboard
Metric: Shot saliency ranking: Spearman rank correlation (-1 to 1) between the predicted and the true order by importance, frames only, zero-shot on a random sample of 100 videos per source dataset; higher is better. Source: arxiv.org. Saturation forecast: Around March 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 0.21 |
| 2 | Qwen 3 VL 8B Instruct | 0.19 |
| 3 | Qwen 2.5 VL 7B Instruct | 0.01 |
Interactive version: theaggregate.ai/benchmark?slug=haven-saliency-ranking · How It Works · Data refreshed daily, snapshot 2026-10-07.