This happened to my friend last year, her security camera captured the whole thing: driver dropped off the package, took a picture as proof of delivery, then picked up the package. She didn't report to the police in fear of retaliation.
I mean, if it's a driver I'd report it right to Amazon. They'd probably care more than the police.