minimum-detectable-effect

This paper adapts paired binary sample-size calculations to 4-bit quantization benchmarks, providing a conservative minimum detectable effect (MDE) bound that helps benchmark designers determine reliability before running experiments. A pilot audit shows that much of the observed variance across small subsamples is binomial sampling noise, not true model unreliability.