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What are the current methods for benchmarking quantum gate fidelity?

Asked on Mar 30, 2026

Answer

Benchmarking quantum gate fidelity is crucial for assessing the performance of quantum devices and ensuring reliable quantum computations. Current methods include randomized benchmarking, gate set tomography, and cross-entropy benchmarking, each offering unique insights into gate performance and error rates.

Example Concept: Randomized benchmarking involves applying a sequence of random quantum gates followed by an inversion gate to return the system to its initial state. By varying the sequence length and measuring the fidelity, one can extract the average error rate of the gates. Gate set tomography provides a complete characterization of the gate set, including systematic errors, while cross-entropy benchmarking, often used in quantum supremacy experiments, measures the fidelity of complex circuits by comparing the output distribution to the ideal theoretical distribution.

Additional Comment:
  • Randomized benchmarking is widely used due to its simplicity and ability to average out state preparation and measurement errors.
  • Gate set tomography is more comprehensive but computationally intensive, providing detailed error models.
  • Cross-entropy benchmarking is particularly useful for large-scale circuits, offering insights into overall circuit fidelity.
  • These methods are essential for improving gate designs and optimizing quantum algorithms on platforms like Qiskit, Cirq, and Braket.
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