Exponential reduction of the effective logical error rate for general even-distance codes
Prove that for any [[n,k,d]] stabilizer code with even distance d, in the low-error regime under local Pauli noise, quantum syndrome-aware estimation of a logical Pauli expectation value achieves an effective logical error rate that decreases exponentially with the number of logical qubits k. Concretely, establish that, beyond the restricted assumptions of Theorem 2 (which require a specific form of the conditional noise on dominant syndromes), the ratio between the effective logical error rate defined via the quantum Fisher information of the classical–quantum state Σ_s p_s |s⟩⟨s|⊗ ρ̄_{N_s}(ρ̄(θ)) and the logical error rate under decoding decays as O(2^{-k}) in the limit of vanishing physical error rate.
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These numerical results suggest that the exponential reduction of the effective logical error rate in the low-error regime may be a generic feature of even-distance codes. In this regime, ambiguous syndromes s\in\mathcal{S}{\Theta(1)} with non-vanishing conditional logical error rates govern the leading-order behavior of the (effective) logical error rate, and syndrome-dependent measurements allow one to extract useful information from such syndromes. This information can further help optimize the measurement basis on the nearly noiseless branch s\notin\mathcal{S}{\Theta(1)}, as discussed in Sec.~\ref{sec_quantum_3}. We leave a proof of this conjecture as an interesting direction for future work.