A comprehensive and fine-grained benchmark for physically realistic image editing. PICABench evaluates physical realism in image editing beyond semantic fidelity, categorizing physical consistency into three dimensions: Optics (light propagation, reflection, refraction), Mechanics (deformation and causality), and State Transition (global and local state changes).
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Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.