The effect of low-dose gamma-ray irradiation on an amorphous SnO2 electron-selective layer (ESL) was investigated in this study. Further, its impact on the photovoltaic (PV) performance of planar perovskite solar cells (PSCs) based on MAPbI3 and CsFAMAPbIBr absorber layers has been evaluated for the first time. The properties of the SnO2 layer were substantially modified by the gamma-ray irradiation of regulatory exemption radioactive sources (Co-60). Gamma-ray irradiation promoted the formation of large perovskite grains by creating a hydrophilic surface via the generation of ─OH on the amorphous SnO2 film surface. In addition, gamma-ray irradiation increased the conductivity of the SnO2 layer due to the generation of the proper oxygen vacancies in SnO2. From the optimization of gamma-ray irradiation parameters, we achieved a best efficiency of 18.03% using the MAPbI3 perovskite film owing to the enhanced perovskite densification and increased SnO2 conductivity. This efficiency was significantly improved compared to that (16.03%) of a pristine device. In addition, a power conversion efficiency (PCE) of 20.01% was achieved using the CsFAMAPbIBr mixed perovskite film and the gamma-ray irradiated SnO2. The results suggest that systematic low-dose gamma irradiation treatment of ESLs has a synergistic effect of controlling surface properties, enhancing perovskite crystal growth, and controlling oxygen vacancies, and is relatively simple and has high potential as a surface treatment process.