While it's not my area of expertise, I am a bit wary of contest results. It seems like an exercise in overfitting via multiple comparisons? Maybe some algorithms with a slightly lower rank are actually more robust?

If it's as bad as you say, it seems like a critical evaluation would be pretty interesting and advance the field.