OmniStarPro-OTG (Online) - Timing Difference: leaderboard
Online temporal grounding on OmniStarPro (Yang et al., 2026): given a query, the model must emit the start and end of the matching event as soon as it occurs, without access to future frames. Timing difference in seconds from the ground-truth segment; lower is better.
Metric: Timing difference (seconds; deviation of the start and end timestamps the model emits for a queried event, without future frames, from the ground-truth segment). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | LiveStar | 3.57 | #1076 |
| 2 | LiveStarPro | 3.61 | |
| 3 | MMDuet | 4.42 | |
| 4 | VideoLLM-online | 9.69 | |
| 5 | VideoLLM-MoD | 9.83 |
Interactive version: theaggregate.ai/benchmark?slug=omnistarpro-otg-online-timing-difference · How It Works · Data refreshed daily, snapshot 2026-11-12.