At present, the most commonly used nucleoside (acid) anaog (NAs) treatment regimen in clinical practice cannot completely cure chronic viral hepatitis B (CHB). However, although the polyethylene glycol interferon treatment regimen is superior to the NAs regimen in terms of immune mechanism, it has the disadvantage of low hepatitis B virus DNA response rate. In recent years, the cure of CHB is being studied all over the world. Various mechanisms and drug targets are being explored, and diversified therapeutic strategies are also being used. Clinical cure of hepatitis B is possible, but it is still in the early stage, and many potential drugs and better therapeutic strategies are still being tested. This article mainly reviews the latest progress in the treatment of CHB based on the recent research achievements in direct antiviral drugs and host immunotherapy as well as the research progress in combination therapy.