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FlowMimic presents a method for mask-free visual editing and generation across video and image modalities using pixel-pair warped flow fields, enabling real-time video editing data generation from image editing samples and aligning modality capabilities through mimicry losses.
PaintBench is a new benchmark for evaluating precise visual editing in multimodal models, covering 20 operations across 4 categories with deterministic pixel-level evaluation. Testing 11 models reveals overall low performance, with the best model scoring only 17.1% mIoU.