picture gallery began discussing the idea of introducing a fake painting to their collection .
it has hung in among 270 old master paintings since february 10 after a challenge was laid down to the public to ` spot the fake ' .
now , three months on , the gallery has revealed that only 10 per cent of the 3,000 people who visited during the experiment guessed correctly .