Physical AI Bench Conditional Generation — leaderboard
Physical AI Bench conditional-generation track for controlled world-model generation under blueprint or condition inputs.
Metric: Mean Quality Score. Source: huggingface.co. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Cosmos3-Nano | 10.35 |
| 2 | Cosmos3-Super | 10.33 |
| 3 | Wan2.2-Fun-5B-Control | 9.05 |
| 4 | Wan2.2-Fun-A14B-Control | 8.71 |
| 5 | Cosmos-Transfer2.5-2B | 8.24 |
Interactive version: theaggregate.ai/benchmark?slug=physical-ai-bench-conditional-generation · How the rankings work · Data refreshed daily, snapshot 2026-07-22.