HAVEN - Keyframe Selection: leaderboard
Metric: Keyframe selection F1 (%) against human-annotated keyframes when summarizing a video into frames (video-to-video), 15 percent frame budget, zero-shot on a random sample of 100 videos per source dataset; higher is better. Source: arxiv.org. Saturation forecast: Around September 2027. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 VL 7B Instruct | 20.9 |
| 2 | Qwen 3 VL 8B Instruct | 17.3 |
Interactive version: theaggregate.ai/benchmark?slug=haven-keyframe-selection · How It Works · Data refreshed daily, snapshot 2026-10-07.