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How many Ground Truth labels do I need for evaluation of my model trained by pseudo-labels?

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

I'm currently training a small&fast model on trainign data that comes from a bigger&slower model. I treat the output of the bigger model as Pseudo Labels. But in the End, I need to evaluate the small model to Ground Truth labels. In that case, those are segmentation masks (Images with 10-40 segment…

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  1. 2026-08-31 16:41 · r/MLQuestions
    How many Ground Truth labels do I need for evaluation of my model trained by pseudo-labels?

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