Overview
Panacea proposes methods to generate panoramic, controllable video sequences tailored for driving settings, focusing on multi-view consistency and scene control (e.g., trajectory and weather). It’s intended as a data-engine for driving world models and perception training.Why it matters
Panoramic, controllable video generation supports better simulation and data augmentation for driving systems, enabling evaluation and training with diverse conditions.Key trade-offs / limitations
- Emphasis on driving panoramas may limit direct applicability to non-driving domains.
- Realistic long-horizon consistency remains a difficult challenge.