Underlying Dataset Refreshed, but the Report Not?

Hello Power BI community. I've been experiencing some issues when I try to refresh the report. Sometimes the visuals in the report get refreshed automatically as soon as I finish refreshing the underlying dataset, but sometimes I have to manually click the circle error (refresh) button in the dashboard to have refreshed visuals. Is there anything I can do to avoid this? Other users also see the same issues sometimes, and it can be confusing. Thank you.