pNowadays, fashion has become an essential aspect of people's daily life. As each outfit usually comprises several complementary items, such as a top, bottom, shoes, and accessories, a proper outfit largely relies on the harmonious matching of these items. Nevertheless, not everyone is good at outfit composition, especially those who have a poor fashion aesthetic. Fortunately, in recent years the number of online fashion-oriented communities, like IQON and Chictopia, as well as e-commerce sites, like Amazon and eBay, has grown. The tremendous amount of real-world data regarding people's various fashion behaviors has opened a door to automatic clothing matching.p pDespite its significant value, compatibility modeling for clothing matching that assesses the compatibility score for a given set of equal or more than two fashion items, e.g., a blouse and a skirt, yields tough challenges a the absence of comprehensive benchmark b comprehensive compatibility modeling with the multi-modal feat