If your device brightness is set to lower side, the refresh rate will not change its a bug or a feature of OLED screen, either set brightness to auto or keep it above 70%, then the refresh rate will go as low as 1fps on static pages.
P.s - do check display settings whether you have set you screen rate on dynamic or high