OmniStarPro-RNG (Online) - Summary Fluency: leaderboard
Metric: Summary fluency (0-10; GPT-4o judge rating of the concatenated self-timed narration against the ground-truth narrative on logicality, fluency, conciseness, semantic consistency and completeness). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | LiveStarPro | 4.41 |
| 2 | LiveStar | 4.25 |
| 3 | MMDuet | 2.69 |
| 4 | VideoLLM-online | 0.59 |
| 5 | VideoLLM-MoD | 0.55 |
Interactive version: theaggregate.ai/benchmark?slug=omnistarpro-rng-online-summary-fluency · How It Works · Data refreshed daily, snapshot 2026-09-26.