Golden Rice isn't a failure, it just hasn't yet been deployed at a large scale. The folks working on it have been making a lot of progress, but it's been slow. (See https://en.wikipedia.org/wiki/Golden_rice#Golden_Rice_2)

Sadly, part of the reason why it's been delayed is due to fearmongering by groups like Greenpeace who are ideologically opposed to genetic engineering.