Precise Editing and Flexible Referencing for Interactable Worlds

arXiv:2609.34470 · cs.CV, cs.AI · Submitted 2026-09-28 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/leoisufa/EditWorld

Terminology

• World Model — 53× in this paper · explained in 7 episodes
• Consistency — 18× in this paper · explained in 3 episodes
• Ablation — 7× in this paper · explained in 1 episode
• Benchmark — 7× in this paper · explained in 2 episodes
• Distillation — 7× in this paper · explained in 2 episodes
• Accuracy — 5× in this paper · explained in 1 episode
• Self Gradient Forcing — 4× in this paper
• Attention Mechanism — 3× in this paper · explained in 2 episodes
• Alignment — 2× in this paper · explained in 1 episode
• Core — 2× in this paper · explained in 2 episodes
• Fidelity — 2× in this paper · explained in 2 episodes
• Phased Consistency Model — 2× in this paper
• Robustness — 2× in this paper · explained in 5 episodes
• Semantic Alignment — 2× in this paper · explained in 3 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Cosine Similarity — 1× in this paper · explained in 3 episodes
• Cross-Attention Mechanism — 1× in this paper · explained in 2 episodes
• Exposure Bias — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Instruction Tuning — 1× in this paper · explained in 2 episodes
• KV cache — 1× in this paper · explained in 3 episodes
• Redundancy — 1× in this paper · explained in 2 episodes
• Regret — 1× in this paper · explained in 3 episodes
• Sparse Attention — 1× in this paper · explained in 5 episodes
• Structural Control — 1× in this paper · explained in 2 episodes

Sources

• AlayaWorld: Interactive Long-Horizon World Modeling -- Full Technical Report
• Context Forcing: Consistent Autoregressive Video Generation with Long Context
• PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives
• DreamX-World 1.0: A General-Purpose Interactive World Model
• Infinite Worlds with Versatile Interactions
• End-to-End Training for Autoregressive Video Diffusion via Self-Resampling
• OpenVE-3M: A Large-Scale High-Quality Dataset for Instruction-Guided Video Editing
• Matrix-game 2.0: An open-source, real-time, and streaming interactive world model
• ViPE: Video Pose Engine for 3D Geometric Perception
• INSPATIO-WORLD: A Real-Time 4D World Simulator via Spatiotemporal Autoregressive Modeling
• ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU
• Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition
• Current World Models Lack a Persistent State Core
• Yume: An Interactive World Generation Model
• MoWorld: A Flash World Model
• Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
• Advancing Open-source World Models
• Lyra 2.0: Explorable Generative 3D Worlds
• WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling

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