ObjectiveTo compare the regulatory effects of five plant polysaccharides on immune function of cyclophosphamide （CTX）-induced immunosuppressed mice by network Meta-analysis， to provide evidence for the clinical application of polysaccharides and the development of effective polysaccharides and oligosaccharides. MethodSeven databases including PubMed， Embase and Web of Science were searched， and studies that met the inclusion criteria were selected. The methodological quality of the included studies was evaluated using the risk of bias tool of Systematic Review Centre for Laboratory Animal Experimentation （SYRCLE）， and the data were analyzed using RStudio and StataSE 17. ResultA total of 62 randomized controlled trials （RCTs） were included， involving 1 512 mice and five plant polysaccharides： Astragalus polysaccharide （APS）， lentinan （LNT）， Ganoderma lucidum polysaccharide （GLP）， Poria cocos polysaccharide （PCC）， and Codonopsis pilosula polysaccharide （CPP）. The network Meta-analysis showed that APS ranked first in increasing spleen index （mean deviation （MD）=3.54， 95% confidence interval （CI） ［2.10， 5.96］）， thymus index （MD=1.98， 95%CI ［1.55， 2.54］） and T helper cells （CD4⁺）/T suppressor cells （CD8⁺） （MD=1.63， 95%CI ［1.13， 2.37］）， while CPP ranked first in up-regulating the number of peripheral blood leukocytes （MD=24.16， 95%CI ［8.21， 71.12］）， macrophage phagocytosis index （MD=2.52， 95%CI ［1.32， 4.82］） and immunoglobulin M （IgM） content （MD=1.79， 95%CI ［1.12， 2.85］）. ConclusionAll the five plant polysaccharides can regulate the immune function of immunosuppressed mice. Among them， APS has advantages in elevating spleen index， thymus index and CD4⁺/CD8⁺， while CPP focuses on increasing the number of peripheral blood leukocytes， macrophage phagocytosis index and IgM content. Due to limited number and quality of included studies， the conclusions needs to be further verified with large samples and high-quality studies.