When planted in a farming plot, the seed will grow into a red rose bush, which will then allow you to harvest the Red Rose Vase housing decoration.

Here is guide about special seeds, so you can check out where to buy it and how it looks after harvesting -> https://www.youtube.com/watch?v=JnQ9x1wrB2E