AINeutralarXiv – CS AI · Apr 106/10
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Q-Probe: Scaling Image Quality Assessment to High Resolution via Context-Aware Agentic Probing
Q-Probe introduces a novel agentic framework for scaling image quality assessment to high-resolution images by addressing limitations in existing reinforcement learning approaches. The research presents Vista-Bench, a new benchmark for fine-grained degradation analysis, and demonstrates state-of-the-art performance across multiple resolution scales through context-aware probing mechanisms.