Papers

• VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generation (2026)
  Tianxiao Chen et al.
  4.39
• OmniPhys: Knowledge-Graph-Driven Benchmarking and Collective Optimization for Physical Commonsense in Text-to-Image Generation (2026)
  Yajing Xu et al.
  4.39
• P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads (2026)
  Yun Luo et al.
  1.94
• Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark (2026)
  Yigeng Jiang et al.
  1.94
• Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation (2026)
  Atin Pothiraj et al.
  1.94
• PhysOmni: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interaction (2026)
  Xin Zhang et al.
  1.89
• CurveStream: Boosting Streaming Video Understanding in MLLMs via Curvature-Aware Hierarchical Visual Memory Management (2026)
  Chao Wang et al.
  1.78
• Learn2Fold: Structured Origami Generation with World Model Planning (2026)
  Yanjia Huang et al.
  1.78
• AstroReason-Bench: Evaluating Unified Agentic Planning across Heterogeneous Space Planning Problems (2026)
  Weiyi Wang et al.
  1.67
• IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models (2025)
  Jiayi Lei et al.
  1.28
• Video models are zero-shot learners and reasoners (2025)
  Thaddäus Wiedemer et al.
  1.28
• ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation (2025)
  Yongyuan Liang 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.
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