Research & Innovation
Evaluating an Image Model Without Fooling Yourself
Benchmark numbers in model cards are easy to read and easy to misread. This walks through what the standard text-to-image metrics measure, what each one is blind to, how to run a comparison that is actually fair, and how to build a small private eval set that tells you more about your own work than any public leaderboard.