Reasoning-Informed Visual Editing
This research introduced RISEBench++, a detailed benchmark to test how well Large Multi-modality Models can perform Reasoning-Informed Visual Editing tasks. The study found current models struggle with complex editing, identifying bottlenecks like inferring visual rules and maintaining consistency. They proposed RISE-Agent, a novel agentic framework that uses planning and tools to overcome these challenges, showing improved performance.