The invention discloses a high-precision calibration method for SWMM model parameters. The high-precision calibration method calibrates the parameters of the SWMM model by combining the artificial neural network model and the particle swarm optimization algorithm, and can calibrate the model scientifically, accurately and efficiently, thus avoiding unnecessary waste of manpower, material resourcesand time.