Treatment can buy your dog some time, but it rarely cures the disease and unfortunately most dogs with lymphoma will have a relapse at some point.
When the cancer returns, it is more resistant to Treatment, although a second remission can be achieved in some cases.
Eventually, however, lymphoma is fatal.