UAI 2022 Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://www.auai.org/uai2022/uai2022_competition
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资源简介：
该数据集旨在评估马尔可夫随机场（MRFs）上的推理方法，其中包含了随机生成的成对和高阶实例。数据集包含了作为非标准化分布的单个项和团项，其概率是在指定范围内随机生成的。该数据集适用于中等到大规模的MRFs，任务是对马尔可夫随机场进行推理。
This dataset is designed to evaluate inference methods on Markov Random Fields (MRFs), which contains randomly generated pairwise and high-order instances. It includes unary terms and clique terms that act as unnormalized probability distributions, with their probabilities randomly generated within specified ranges. This dataset is suitable for medium-to-large scale MRFs, and the task is to perform inference over Markov Random Fields.
