Pause-and-Think-B: leaderboard
Metric: Binary validity accuracy (%): the GPT-5.1 judge marks each free-form video-grounded answer or next-step plan correct or not over three runs, averaged over the 100 scene and 200 goal items; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 64.24 |
| 2 | Qwen 3 VL 235B A22B Instruct | 58.89 |
| 3 | Gemini 2.5 Pro | 55.39 |
| 4 | GPT-4o | 50.33 |
| 5 | Qwen 3 VL 4B Instruct | 49 |
Interactive version: theaggregate.ai/benchmark?slug=pause-and-think-b · How It Works · Data refreshed daily, snapshot 2026-09-29.