{"slug": "robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks", "title": "RoboSPA: Can VLA Models Go Beyond Simple Scenes and Short-Horizon Tasks?", "summary": "A new benchmark and dataset called RoboSPA evaluates Vision-Language-Action (VLA) models on robotic manipulation tasks with increased spatial and procedural complexity, moving beyond simple scenes and short-horizon tasks. The work highlights limitations in current VLA models' reasoning capabilities under more challenging conditions.", "body_md": "Vision-Language-Action (VLA) models have shown promising progress in language-conditioned robotic manipulation. However, existing datasets and benchmarks mainly evaluate task completion under predefined settings, offering limited insight into model reasoning under increasing spatial and procedural c", "url": "https://wpnews.pro/news/robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks", "canonical_source": "https://aiflash.com/news/116135/", "published_at": "2026-09-09 06:30:24+00:00", "updated_at": "2026-09-09 06:58:59.536980+00:00", "lang": "en", "topics": ["robotics", "artificial-intelligence", "machine-learning"], "entities": ["RoboSPA"], "alternates": {"html": "https://wpnews.pro/news/robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks", "markdown": "https://wpnews.pro/news/robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks.md", "text": "https://wpnews.pro/news/robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks.txt", "jsonld": "https://wpnews.pro/news/robospa-can-vla-models-go-beyond-simple-scenes-and-short-horizon-tasks.jsonld"}}