Binary Classification on UCI HAR 2Classes
92.04AccuracyOurs-Aer (QeHDC)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours-Aer (QeHDC)Quantum Resource=6 Qubits2026.06 | 92.04 | |
| NeuralHDDimension=64D2026.06 | 91.97 | |
| OnlineHDDimension=64D2026.06 | 90.9 | |
| Ours-Aer (QeHDC)Quantum Resource=5 Qubits2026.06 | 89.72 | |
| OnlineHDDimension=32D2026.06 | 88.38 | |
| OnlineHDDimension=16D2026.06 | 87.8 | |
| Ours-Aer (QeHDC)Quantum Resource=4 Qubits2026.06 | 87.59 | |
| NeuralHDDimension=32D2026.06 | 87.56 | |
| NeuralHDDimension=16D2026.06 | 83.52 | |
| VanillaDimension=64D2026.06 | 70.7 | |
| AdaptHDDimension=64D2026.06 | 70.29 | |
| SparseHDDimension=64D2026.06 | 68.39 | |
| CompHDDimension=32D2026.06 | 68.05 | |
| VanillaDimension=32D2026.06 | 67.63 | |
| QuantHDDimension=64D2026.06 | 67.56 | |
| CompHDDimension=64D2026.06 | 64.84 | |
| SparseHDDimension=32D2026.06 | 62.84 | |
| AdaptHDDimension=32D2026.06 | 62.5 | |
| QuantHDDimension=32D2026.06 | 61.67 | |
| VanillaDimension=16D2026.06 | 60.15 | |
| SparseHDDimension=16D2026.06 | 57.33 | |
| AdaptHDDimension=16D2026.06 | 57.15 | |
| CompHDDimension=16D2026.06 | 57.05 | |
| QuantHDDimension=16D2026.06 | 55.33 | |
| LeHDCDimension=32D2026.06 | 55.05 | |
| LeHDCDimension=64D2026.06 | 53.43 | |
| LeHDCDimension=16D2026.06 | 52.36 |