It does, the video says ~7 days on one charge.
Not bad but not great either.
If the battery lasted one month, that would probably be a good spot to be at.
I wonder if they could make an e-ink display with a layer acting as a solar panel charger at the same time. Maybe they could recharge the watch this way, continuously.