Sweet syndrome (SS) is a rare dermatological adverse reaction caused by granulocyte colony-stimulating factor (G-CSF), but the characteristics of G-CSF-induced SS are unclear. This study aims to elucidate the characteristics of G-CSF-induced SS and offer guidance for its prevention and management. We collected relevant case reports of G-CSF-induced SS by searching pertinent databases until June 30, 2024, and synthesized the data for retrospective analysis. A total of fifty patients were analyzed, with a median age of 44 years (1.7-77). The onset of SS occurred between 2 and 90 days post-administration, with a median onset time of 7 days. The predominant cutaneous manifestations included papules/plaques (74.0%), nodules (32.0%), and vesicles/bullae (24.0%). Fever presented in 74.0% of cases, while extra-cutaneous symptoms appeared in 32% of patients. Skin biopsy revealed key findings such as dermal diffuse neutrophil infiltration (97.8%), leukocytoclasis (19.1%), and dermal papillary edema (27.7%). Following both the cessation of G-CSF and systemic corticosteroids treatment, patients showed symptomatic improvement at a median interval of 7 days (2-70). Clinicians should remain vigilant for the risk of SS during G-CSF administration. Skin biopsy plays a crucial role in confirming SS diagnosis. G-CSF-induced SS exhibits a favorable response to corticosteroids, and re-administration of G-CSF should be avoided due to the risk of symptom recurrence.