Why do some people claim a movie is a folly until it becomes a huge box office success?

Not true. Many films have met critical praise while falling absolutely flat at the box office. Similar to what you said though there are also some movies which are met with no enthusiasm, but meet huge success when they release, or sometimes years after their release.