Digit Classification on MNIST-4 (test)
93.5Test AccuracyDIRECT solver
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DIRECT solverEncoding=Amplitude Encoding, Number of layers=1, Memory (MB)=20.4, Runtime (sec)=25662024.10 | 93.5 | 2.867 | |
| IMPLICIT+WARMUP solverEncoding=Amplitude Encoding, Memory (MB)=22, Runtime (sec)=5276.612024.10 | 93.4 | 0.0007 | |
| IMPLICIT solverEncoding=Amplitude Encoding, Memory (MB)=22, Runtime (sec)=3206.432024.10 | 92.9 | 0.0002 | |
| DIRECT solverEncoding=Amplitude Encoding, Number of layers=2, Memory (MB)=21.9, Runtime (sec)=3126.662024.10 | 92.1 | 1.003 | |
| DIRECT solverEncoding=Amplitude Encoding, Number of layers=10, Memory (MB)=33.3, Runtime (sec)=78202024.10 | 91.8 | 0.001 | |
| DIRECT solverEncoding=Amplitude Encoding, Number of layers=5, Memory (MB)=26.1, Runtime (sec)=60132024.10 | 91 | 0.189 | |
| IMPLICIT+WARMUP solverEncoding=Angle Encoding, Memory (MB)=22.55, Runtime (sec)=2306.722024.10 | 86.7 | 0.001 | |
| IMPLICIT solverEncoding=Angle Encoding, Memory (MB)=21.23, Runtime (sec)=3206.432024.10 | 85.8 | 0.0005 | |
| QML CircuitEncoding=Amplitude Encoding, Memory (MB)=24.49, Runtime (sec)=4257.172024.10 | 85.3 | — | |
| DIRECT solverEncoding=Angle Encoding, Number of layers=5, Memory (MB)=28.86, Runtime (sec)=1926.272024.10 | 85.3 | 1.818 | |
| DIRECT solverEncoding=Angle Encoding, Number of layers=10, Memory (MB)=39.38, Runtime (sec)=3581.832024.10 | 84.8 | 1.047 | |
| DIRECT solverEncoding=Angle Encoding, Number of layers=1, Memory (MB)=20.45, Runtime (sec)=704.382024.10 | 83.9 | 4.135 | |
| DIRECT solverEncoding=Angle Encoding, Number of layers=2, Memory (MB)=22.55, Runtime (sec)=1012.662024.10 | 82.7 | 3.625 | |
| QML CircuitEncoding=Angle Encoding, Memory (MB)=24.49, Runtime (sec)=4762.982024.10 | 77.3 | — |