MM-Hallu/THRONE
收藏Hugging Face2026-04-30 更新2026-05-03 收录
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https://hf-mirror.com/datasets/MM-Hallu/THRONE
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资源简介:
THRONE数据集是Objects365验证集的一个子集,用于THRONE(通过物体评估测试幻觉)评估。包含4,891张带有真实物体标注的图像,涵盖365个类别,用于评估图像描述中的物体幻觉。数据集字段包括图像、图像ID、宽度、高度、物体类别列表和所有标注的JSON列表。评估方法是通过生成图像描述,然后进行抽象问答评估,最后进行物体幻觉评分。数据集的来源是THRONE(CVPR 2024)和Objects365验证集。
Objects365 validation subset for THRONE (Testing Hallucination thRough Object evaluatioN) evaluation. 4,891 images with ground truth object annotations from 365 categories, used for evaluating object hallucination in image descriptions. Fields include image, image ID, width, height, JSON list of unique object categories, and JSON list of all annotations. Evaluation method involves generating captions, abstractive QA evaluation, and object hallucination scoring. Source: Original benchmark from THRONE (CVPR 2024), images from Objects365 validation set.
提供机构:
MM-Hallu



