Does the bayesian estimate of the model parameter also follows the invariance property just like the maximum likelihood estimate. Also, does it follows any of the four properties of a good estimator?
The Bayesian estimate under 0-1 loss with a uniform prior is the same as MLE. So in this case, yes. However, I would be surprised if it does hold the invariance property.