Ego2World: Compiling Egocentric Cooking Videos into Executable Worlds for Belief-State Planning
EGO2WORLD creates an executable benchmark by turning egocentric cooking videos into symbolic worlds governed by rules. It tests agents' ability to plan and maintain a useful belief state when observing only partial information, forcing them to remember objects and recover from mistakes.