Overview
ServImage is a benchmark dataset resource for image generation and editing in real-world commercial design services. It covers three task categories—Portrait, Product, and Digital—and is associated with the business signal of whether an output is worth paying for (accept/reject).
According to the paper, ServImageBench contains about 1,070 commercial design tasks and 2,046 deliveries, and is further expanded to roughly 33k candidate images with corresponding human annotations.
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