The case was found not proven against Marshall Ronald, Robert Graham and John Doyle, all from Lancashire.
Glasgow solicitors Calum Jones and David Boyce were found not guilty.
The men were accused of seeking the funds for bringing back the Madonna of the Yarnwinder, which was stolen from a castle, near Dumfries, in 2003.
Full story: BBC News – Five cleared over Leonardo da Vinci plot