Table 4 Test accuracy for presented approach.
From: Entanglement detection with quantum support vector machine (QSVM) on near-term quantum devices
Data dimension | IBMQ-real system | IBMQ-noisy simulator | Qiskit aer-simulator | |||
|---|---|---|---|---|---|---|
VQC(#1) | VQC(#2) | VQC(#3) | VQC(#4) | |||
2-qubit, (0 < c < 1) | 90.01% | 92.1% | 97.4% | 92.5% | 96.6% | 95.3% |
2-qubit, (c = 1) | 93.2% | 92.04% | 100% | 94.1% | 98.1% | 97.6% |
3-qubit, (full-entangled) | – | 89.6% | 96.2% | 91.8% | 93.8% | 92.4% |
3-qubit, Bi-partite (A|BC) | – | 85.2% | 92.7% | 86.3% | 91.0% | 89.9% |
3-qubit, Bi-partite (B|AC) | – | 83.1% | 91.5% | 85.7% | 89.4% | 88.6% |
3-qubit, Bi-partite (C|AB) | – | 87.7% | 94.1% | 88.4% | 91.7% | 93.1% |
