LVSum: leaderboard
Metric: Kendall tau (-1 to 1) between the importance ranking implied by the model's timestamped summary segments and the human-annotated importance of the video's intervals, with 96 sampled frames plus a timestamped transcript as input; higher is better. Source: arxiv.org. Saturation forecast: Around June 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 0.1 |
| 2 | Gemini 2.5 Pro | 0.09 |
| 3 | Qwen 3 VL 235B A22B Instruct | 0.06 |
Interactive version: theaggregate.ai/benchmark?slug=lvsum · How It Works · Data refreshed daily, snapshot 2026-10-07.