Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation

GUI Visual Grounding is a fundamental capability for GUI agents.

GUI Visual Grounding is a fundamental capability for GUI agents. Existing models typically freeze their parameters after deployment, limiting their ability to adapt to unseen interfaces. Although recent methods attempt to adapt models via test-time reinforcement learning, they…