Should I Use This Synthetic Dataset for Training? How to Test with Minimal Real Data
Experiments show that aeSFT identifies useful synthetic data using substantially fewer real test samples than mean-based sequential testing, matches the power of fixed-sample sign-flip testing and the paired $t$-test, while keeping the false-positive rate below the target level.
Zhenyu Tao, Wei Xu, Xiaohu You et al.
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