DOTmark（Discrete Optimal Transport Benchmark）

DOTmark代表离散最优运输基准，是离散最优运输基准。数据集被设计为中性问题集，以便可以对离散的最优转移方法进行测试，相互比较，并在大规模实例中达到极限。
数据集由各种分辨率和级别的灰度图像组成，例如各种随机生成的图像、经典的测试图像以及来自显微镜的真实数据。

DOTmark stands for Discrete Optimal Transport Benchmark, which is a discrete optimal transport benchmark dataset. The dataset is designed as a neutral set of test problems, enabling researchers to test discrete optimal transport methods, compare them with each other, and push these methods to their limits on large-scale instances. The dataset consists of grayscale images with various resolutions and grayscale levels, including randomly generated images, classic test images, and real-world data from microscopes.

搜集汇总

背景与挑战

背景概述

DOTmark是一个离散最优运输基准数据集，旨在为测试和比较离散最优运输方法提供中性问题集，包含多种分辨率的灰度图像，如随机图像、经典测试图像和真实显微镜数据。该数据集由哥廷根大学于2016年发布。