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World-R1

Reinforcing 3D Constraints for Text-to-Video Generation

Tech Report Promo Video Technical Details Code Dataset Latent Spatial Memory

Video Gallery

World-R1 Results

Representative generations across the pure-text world-simulation taxonomy and the dynamic data subset.