[dumitrue]

But the test set has 50,000 images (across 1000 categories). It's not that easy to just "try many times" to get it right.

[mcguire]

...for some definitions of "trivial" and "perfect". At this level, I suspect even a small advantage would result in winning the contest, which is the point here.