Fig. 1: Performance analysis of classical (IP, SA, SD, TS, PT-ICM, SA–QBSolv, and PT-ICM–QBSolv) and quantum (QA–QBSolv, and HQA) solvers on QUBO problems representing real-world optimization tasks in material science. | npj Quantum Information