HAVEN - Temporal Ordering (With Document): leaderboard
Metric: Shot ordering: Spearman rank correlation (-1 to 1) between the predicted and the true order of shuffled video shots, 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 January 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 0.46 |
| 2 | Qwen 3 VL 8B Instruct | 0.3 |
| 3 | Qwen 2.5 VL 7B Instruct | 0.09 |
Interactive version: theaggregate.ai/benchmark?slug=haven-temporal-ordering-with-document · How It Works · Data refreshed daily, snapshot 2026-10-07.