Belgian police found the pieces - by two of the 20th century's most influential artists - are still in good conditions.
At the time of the theft, $680,000 worth of jewellery was also stolen.
Only the paintings have been found.
Local police had started an investigation when a source informed them that a Belgian national was offering both artworks for sale.
The local prosecutor said on Tuesday a main suspect has been arrested.