docci

DOCCI (Descriptions of Connected and Contrasting Images) is a collection of images paired with detailed descriptions. The descriptions explain the key elements of the images, as well as secondary information such as background, lighting, and settings. The images are specifically taken to help assess the precise visual properties of images. DOCCI also includes many related images that vary in having key differences from the others. All descriptions are manually annotated to ensure they adequately distinguish each image from its counterparts.

DOCCI（连接与对比图像描述）是一组配以详细描述的图像集合。这些描述阐释了图像的关键元素，以及诸如背景、光线和场景等次要信息。这些图像专门拍摄以帮助评估图像的精确视觉属性。DOCCI还包括许多相关图像，这些图像与其它图像相比，存在许多关键差异。所有描述均经过人工标注，以确保它们能够充分区分每张图像与其对应物之间的差异。

搜集汇总

背景与挑战

背景概述

DOCCI是一个图像与详细描述配对的数据集，专为文本到图像和图像到文本生成任务的评估设计。所有描述均为人工标注，涵盖图像关键元素和背景信息，并包含相关对比图像以增强区分性。数据集规模在10K到100K之间，使用英语，采用CC BY 4.0许可证，且图像经过隐私处理以确保无个人敏感信息。