Progress-Bench - Vision-Based Demo NSE: leaderboard
Metric: Normalized score error (%; pointwise error of the predicted progress score; answerable items with key-frame demonstrations; direct prediction). Source: arxiv.org. Saturation forecast: Around December 2026. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 18.9 |
| 2 | GPT-5 Mini | 20.7 |
| 3 | Qwen 3 VL 8B | 23.5 |
| 4 | Qwen 2.5 VL 7B | 34 |
Interactive version: theaggregate.ai/benchmark?slug=progress-bench-vision-based-demo-nse · How It Works · Data refreshed daily, snapshot 2026-09-26.