DreamX-World 1.0: A General-Purpose Interactive World Model
- Published
- Source
- arXiv
- Paper number
- 423
- Field
- Computer Vision
- arXiv ID
- 2606.16993
Key points
- E-PRoPE applies PRoPE's projection camera geometry to spatially reduced tokens, reducing inference latency by about 30%.
- Memory-Conditioned Scene Persistence maintains scene consistency when revisiting previously observed areas through camera-geometry-based retrieval.
- Causal forcing, DMD distillation, and long-rollout training reduce autoregressive chunk accumulation drift, including style and color drift.
- On 8x RTX 5090, it streams at up to 16 FPS using mixed-precision DiT, residual reuse, 75% pruned VAE decoding, and asynchronous pipeline parallelism.
Paper links
External research summaries. These are not HDATF publications or measured product results.