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QUBO Benchmark Suite

Quantum Annealing / QAOA / Simulated Bifurcation · Optimization · D-Wave Ocean, Qiskit

Benchmark suite for Quadratic Unconstrained Binary Optimization (QUBO), the standard formulation for mapping combinatorial problems onto quantum hardware. Compares quantum solvers (D-Wave Hybrid Solver, gate-based QAOA) against quantum-inspired solvers (Toshiba SBM, Fujitsu Digital Annealer) and classical heuristics on established instance libraries including MQLib, random NAE 3-SAT, and Sherrington-Kirkpatrick models.

QUBOquantum-annealingcombinatorial-optimizationD-Wavebenchmark-suite
Sources (3)

3 credible sources · last verified 6 months ago

Benchmark suite for Quadratic Unconstrained Binary Optimization (QUBO), the standard formulation for mapping combinatorial problems onto quantum hardware. Compares quantum solvers (D-Wave Hybrid Solver, gate-based QAOA) against quantum-inspired solvers (Toshiba SBM, Fujitsu Digital Annealer) and classical heuristics on established instance libraries including MQLib, random NAE 3-SAT, and Sherrington-Kirkpatrick models.

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Key Metrics
Solvers compared
D-Wave, QAOA, Toshiba SBM, Fujitsu DA
Instance libraries
MQLib, NAE 3-SAT, SK models
Why It Matters

Provides the definitive comparison between quantum, quantum-inspired, and classical solvers on the most commercially relevant optimization formulation.

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Hardware

D-Wave, Fujitsu Digital Annealer, Toshiba SBM

Framework

D-Wave Ocean, Qiskit

Sources

3 of 3 count toward the source bar · last read 6 months ago (2026-03-19)

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