RMSE = Root MSE = root Mean error sum of squares, the smaller the better!

Chi2 is because under the null hypothesis, the statistic is distributed Chi-squared wih (G*L - K) degrees of freedom, where G is the number of simultaneous equations. The value can be used for overall system Chi2-Test significance