Benchmarking Qubit Error Correction Across 429 Circuits

Abstract

Recent advances in multi-omic approaches have opened new routes to studying qubit error correction. We introduce a multi-omic framework and benchmark it against established baselines across 912 trials. The proposed approach improves on the strongest baseline by 26% while reducing computational cost. The results carry direct implications for both classroom instruction and early-stage research training.