Key papers

• TRW: TRACE-RealWorld---An Auditable Consistency Contract for World Models as Materialized Views (2026)
  Edward Y. Chang
  5.49
• Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models (2026)
  Hongyu Li et al.
  2.00
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• Echo-Memory: A Controlled Study of Memory in Action World Models (2026)
  Wayne King et al.
  1.94
• WEAVER, Better, Faster, Longer: An Effective World Model for Robotic Manipulation (2026)
  Arnav Kumar Jain et al.
  1.94
• ActWorld: From Explorable to Interactive World Model via Action-Aware Memory (2026)
  Zhexiao Xiong et al.
  1.94
• Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning (2026)
  Jiayi Lei et al.
  1.94
• SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture (2026)
  Haiwen Diao et al.
  1.89
• GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection (2026)
  Zheng Wu et al.
  1.89
• DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning (2026)
  Yang Zhou et al.
  1.83
• Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration (2026)
  Qifan Zhang et al.
  1.83
• HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation (2026)
  Xin Zhou et al.
  1.83
• Beyond Language Modeling: An Exploration of Multimodal Pretraining (2026)
  Shengbang Tong et al.
  1.78
• Learn2Fold: Structured Origami Generation with World Model Planning (2026)
  Yanjia Huang et al.
  1.78
• Generative Visual Code Mobile World Models (2026)
  Woosung Koh et al.
  1.72
• WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models (2026)
  Runjie Zhou et al.
  1.72
• Agentic Reasoning for Large Language Models (2026)
  Tianxin Wei et al.
  1.67
• CWM: An Open-Weights LLM for Research on Code Generation with World Models (2025)
  FAIR CodeGen team et al.
  1.28
• VQ-VA World: Towards High-Quality Visual Question-Visual Answering (2025)
  Chenhui Gou et al.
  1.28
• Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation (2025)
  Inferix Team et al.
  1.28
• Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights (2025)
  Juanxi Tian et al.
  1.28
• FIN-bench-v2: A Unified and Robust Benchmark Suite for Evaluating Finnish Large Language Models (2025)
  Joona Kytöniemi et al.
  1.28
• From Word to World: Can Large Language Models be Implicit Text-based World Models? (2025)
  Yixia Li et al.
  1.28
• From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought (2023)
  Lionel Wong et al.
  —
• 3D-LLM: Injecting the 3D World into Large Language Models (2023)
  Yining Hong et al.
  —
• Learning to Model the World with Language (2023)
  Jessy Lin et al.
  —
• DOCCI: Descriptions of Connected and Contrasting Images (2024)
  Yasumasa Onoe et al.
  —
• Text2SQL is Not Enough: Unifying AI and Databases with TAG (2024)
  Asim Biswal et al.
  —
• DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning (2024)
  Gaoyue Zhou et al.
  —