Most Expensive Stolen Works of Art. Poppy Flowers, a small painting by Vincent van Gogh is worth a considerably large sum in the art world: $55 million. The one foot-by-one foot painting of a vase with poppy flowers, painted in 1882, was stolen from the Mahmoud Khalil Museum in Cairo, Egypt, in 2010.