Estimating the accuracy of a model?
Is there any way to estimate the accuracy of my model on the new dataset?


No.

If you want to evaluate the classification accuracy of your model, you need to know the ground truth to compare, simple as that. Estimating the similarity of the datasets is totally irrelevant, unless there is prior knowledge that feature similarity  leads to label similarity.