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Image generation evaluation: a comprehensive survey of human and automatic evaluations
Regular Papers | Updated：2025-07-28

    • Image generation evaluation: a comprehensive survey of human and automatic evaluations

    • 图像生成评估：人类评估与自动评估的全面综述
    • “In the field of image generation, this paper comprehensively surveys the research progress of image evaluation, including evaluation protocols and methods. It proposes a novel protocol covering human and automatic evaluation aspects for various image generation tasks and reviews automatic evaluation methods in the past five years. The paper lays a foundation for the construction of image generation evaluation systems.”
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 7, Pages: 1027-1065(2025)

    • DOI：10.1631/FITEE.2400904    

      CLC： TP391.4

    • Received：12 October 2024，

      Revised：24 January 2025，

      Published：2025-07

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  • Qi LIU, Shuanglin YANG, Zejian LI, et al. Image generation evaluation: a comprehensive survey of human and automatic evaluations[J]. Frontiers of information technology & electronic engineering, 2025, 26(7): 1027-1065. DOI： 10.1631/FITEE.2400904.

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