It puts it on a building next to the road.
> Is this a known issue ?
Geocoders guess. That's well known. If you know where the marker
should be placed, don't use the geocoder. Or use an interface like
http://maps.huge.info/pinpointaddress.htm (Version 2) where the
address is geocoded but the marker can be moved to a more accurate
location.
> Do I need to open a bug report to get it fixed ?
I don't think there's anything which needs fixing.