Only on OLED/AMOLED screens (recent smartphones), where black pixels are switched off and use practically no energy. On an LCD screen (most laptops and monitors), the backlight stays on whatever pixels are displayed, so dark mode makes no difference to energy use. Its benefit is mainly visual comfort.
Read the source article: Website carbon footprint: how to calculate and reduce it