Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory

Understand

With the advancement of interactive video generation, diffusion models have increasingly demonstrated their potential as world models.

• However, existing approaches still struggle to simultaneously achieve memory-enabled long-term temporal consistency and high-resolution real-time generation, limiting their applicability in real-world scenarios.
• To address this, we present Matrix-Game 3.0, a memory-augmented interactive world model designed for 720p real-time longform video generation.
• Building upon Matrix-Game 2.0, we introduce systematic improvements across data, model, and inference.