An ANN-based model was developed to predict storage efficiency on CO2 sequestration in deep saline aquifers. Validation and performance prediction of the model was conducted comparing with field scale data. The model can predict storage efficiency with high accuracy on the CO2 sequestration in deep saline aquifers.