Fig. 4
From: Implementing a universal gate set on a logical qubit encoded in an oscillator

Randomized benchmarking of operations on encoded qubit. a Randomized benchmarking (RB) sequence. In RB a sequence of Clifford operations of length n is chosen at random (U{X,Y,…}), followed by the operation which inverts the effect of the sequence (Ucorr). In order to apply this technique to the operations on the encoded qubit, we begin the experiment by encoding, and decode before measurement. Our implementation of RB creates a new random gate sequence for every measurement, and is thus not biased by the distribution of sequences which are measured. b Interleaved randomized benchmarking (iRB) sequence: In order to establish the fidelity of a single operation (here, UX), the operation is interleaved with random operations, and the benchmarking result is compared with the non-interleaved case. c The probability of measuring the correct result vs. sequence length n is fit to a two parameter model p correct = 0.5 + Ae −n/τ. The lower panel shows the fit residuals. Each data point is the result of 2000 averages, with a new sequence realization every shot. The error averaged over all gates is computed as r = c(1−e −1/τ(RB))/226. The average error for a single gate X is computed as r(X) = c(1−e1/τ(X)−1/τ(RB))/227. The factor c = 1.7 ± 0.1 is a correction factor to compensate for the underestimation of the error rate in the presence of leakage to a larger Hilbert space (Supplementary Note 4)