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iHarmony4 is the first large‑scale image harmonization public benchmark dataset, containing four sub‑datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night. Each sub‑dataset includes synthetic composite images, foreground masks of the composite images, and the corresponding real images.