I have really good luck with them -- better, in fact, than I ever had with the Nor'East roses, many of which struggle along but refuse to grow really well.
The first thing I do with the Trader Joe's roses is remove them from the planting medium they use, which is full of moisture-retaining crystals. I shake off every bit of it before I plant the roses in the ground.