There is definately storage at Victoria. I assume you are flying into LGW - so the Gatwick Express train is your faster option.
If you are flying on from Gatwick then you can of course check-in early. But thatmay not be the case as you haven't given much detail.
Unfortunately the info site
http://www.majorstations.co.uk is down (not unlike the railways really)