OmniStarPro-FDQ (Online) - Timing Difference: leaderboard
Answer timing for frame-level dense questions on OmniStarPro (Yang et al., 2026), where the model decides when to answer during a live stream: the deviation in seconds from the ground-truth intervals. Lower is better.
Metric: Timing difference (seconds; deviation of self-timed answers to frame-level dense questions from the ground-truth intervals). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | LiveStarPro | 1.77 | |
| 2 | LiveStar | 1.8 | #1076 |
| 3 | VideoLLM-online | 2.15 | |
| 4 | VideoLLM-MoD | 2.23 | |
| 5 | MMDuet | 2.65 |
Interactive version: theaggregate.ai/benchmark?slug=omnistarpro-fdq-online-timing-difference · How It Works · Data refreshed daily, snapshot 2026-11-12.