MobileWorldBench: Towards Semantic World Modeling For Mobile Agents

arXiv:2512.14014 · cs.AI · Submitted 2025-12-16 · Read on arXiv

cs.AI

Submitted: 2025-12-16

Updated: 2026-10-07

Terminology

• World Model — 5× in this paper · explained in 7 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Vision-Language Models (VLMs) — 1× in this paper · explained in 6 episodes
• Vision-language models — 1× in this paper · explained in 2 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems