VURB - Video Reasoning: leaderboard
Metric: Majority-vote pairwise accuracy (%; eight judgments with the response order shuffled, a pair counts when the chosen response wins more than four, over pairs with a valid verdict; 858 pairs from MMVU, Video-MMLU, VSI-Bench and VideoReasonBench). Source: arxiv.org. Saturation forecast: Around January 2027. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 63.1 |
| 2 | Qwen 3 VL 32B (Thinking) | 53.5 |
| 3 | Qwen 3 VL 8B (Thinking) | 52.8 |
| 4 | Qwen 3 VL 8B Instruct | 51 |
Interactive version: theaggregate.ai/benchmark?slug=vurb-video-reasoning · How It Works · Data refreshed daily, snapshot 2026-09-25.