Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models Paper • 2606.19297 • Published Jun 17 • 80
LookPlanGraph: Embodied Instruction Following Method with VLM Graph Augmentation Paper • 2512.21243 • Published Dec 24, 2025
Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization Paper • 2510.25616 • Published Oct 29, 2025 • 107