Frechet Forcing: Training Long-Horizon Streaming World Models from Short Clips

What this work does

Fréchet Forcing trains streaming world models on their own generated trajectories using real-data statistics. It combines conditional generation supervision with scene fidelity and perceptual realism objectives to reduce accumulating rollout errors without a teacher or long training recordings.