Summary: Performance evaluation of enterprises is a multi-criteria decision-making problem. A system of \(N\) dimensions was constructed in view of the limitations of the previous research, which could be used to evaluate the corporate performance in multi-dimension. Four dimensions, that is, value, risk, cost and benefit were studied for their importance in the real problems. The MACBETH multi-criteria method was used to quantify the elementary performances. Moreover, the 2-additive Choquet integral considering the interactions between criteria was added to the model while reducing the complexity of the calculations. The system enhances the comprehensive of performance assessment and effectively helps enterprises to make multiple criteria decisions.