Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators Paper • 2607.07196 • Published 5 days ago • 1
Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators Paper • 2607.07196 • Published 5 days ago • 1
Foundation Models in Autonomous Driving: A Survey on Scenario Generation and Scenario Analysis Paper • 2506.11526 • Published Jun 13, 2025 • 2
StyleVLA: Driving Style-Aware Vision Language Action Model for Autonomous Driving Paper • 2603.09482 • Published Mar 10 • 1
Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure Paper • 2607.05966 • Published 6 days ago • 2
EgoDyn-Bench: Evaluating Ego-Motion Understanding in Vision-Centric Foundation Models for Autonomous Driving Paper • 2604.22851 • Published Apr 22 • 2
Target-Bench: Can World Models Achieve Mapless Path Planning with Semantic Targets? Paper • 2511.17792 • Published Nov 21, 2025 • 6
StyleVLA: Driving Style-Aware Vision Language Action Model for Autonomous Driving Paper • 2603.09482 • Published Mar 10 • 1
EgoDyn-Bench: Evaluating Ego-Motion Understanding in Vision-Centric Foundation Models for Autonomous Driving Paper • 2604.22851 • Published Apr 22 • 2
Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure Paper • 2607.05966 • Published 6 days ago • 2
Running 34 AlpaSim Challenge 2026 🚀 34 Explore the AlpaSim autonomous driving challenge and submit entries
Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure Paper • 2607.05966 • Published 6 days ago • 2