ziqiangoodgood/MIRAGE

MIRAGE: Benchmarking and Aligning Multi-Instance Image Editing Ziqian Liu and Stephan Alaniz Abstract: Instruction-guided image editing has seen remarkable progress with models like FLUX.2 and Qwen-Image-Edit, yet they still struggle with complex scenarios involving multiple similar instances, each requiring individual edits. We observe that state-of-the-art models suffer from severe over-editing and spatial misalignment when faced with multiple identical instances and… See the full description on the dataset page: https://huggingface.co/datasets/ziqiangoodgood/MIRAGE.