In an ideal world, you use a test set once to avoid biasing the results. This is where competitions come in! Competitions provide researchers with an unbiased estimate of prospective performance.
If you're looking to release new data to the community and are interested in doing so through a competition, reach out! We'd love to collaborate.
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