Italian ryegrass is widely cultivated for the productions of forage, hay and silage, due to its high nutritional value and good palatability. Leaf spots caused by fungi pose a serious threat to forage crops. In order to expand knowledge of fungi causing leaf spot in ryegrass (Lolium multiforum) in Sichuan, Yunnan, Chongqing and Guizhou of southwestern China, a comprehensive survey was undertaken from 2015 to 2022. Survey discovered that Epicoccum leaf spot (ELS) was a common and widespread disease, more serious at the late stage of growth (after late May); symptomatic leaf samples collected from the four different provinces were analyzed, and a total of 202 Epicoccum isolates were obtained; based on both multilocus phylogeny (ITS, LSU, TUB2, and RPB2) and morphology, 10 Epicoccum species were finally identified, including three novel species (E. endololii sp. nov., E. lolii sp. nov. and E. loliicola sp. nov.), six new host records (E. draconis, E. endophyticum, E. oryzae, E. plurivorum, E. thailandicum and E. tobaicum), and an unknown species (Epicoccum sp.1). Pathogenicity tests showed that E. endophyticum, E. endololii and Epicoccum sp.1 were non-pathogenic to Italian ryegrass, which were confirmed as endophytes in this study; other six species could infect Italian ryegrass and cause leaf lesions to different degrees, of which E. draconis was more aggressive (P ≤ 0.05). Coupling with the isolation rates and geographical distributions of these species, E. plurivorum was the predominant pathogen in Yunnan while E. oryzae and E. tobaicum in other three provinces. This work provides an initial understanding of the taxonomies, virulence and distributions of Epicoccum species associated with ELS of southwestern China, and lays a solid foundation for the diagnosis in the field, and scientific control of ELS on Italian ryegrass.