How to train and validation on three datasets

I am working on vessel segmentation and I have three datasets DRIVE,stare and chaseDB.Should my model be trained on these three datasets together and get one model finally or train them separately and get three models.Which option is better,I just want the metric looks nice.
Thank you!!