Binary Classification on ISOLET 2Classes
98.97AccuracyOurs-Aer (QeHDC)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours-Aer (QeHDC)Quantum Resource=6 Qubits2026.06 | 98.97 | |
| OnlineHDDimension=64D2026.06 | 98.89 | |
| NeuralHDDimension=64D2026.06 | 96.39 | |
| Ours-Aer (QeHDC)Quantum Resource=5 Qubits2026.06 | 96.05 | |
| NeuralHDDimension=32D2026.06 | 95.83 | |
| OnlineHDDimension=32D2026.06 | 95.28 | |
| OnlineHDDimension=16D2026.06 | 88.89 | |
| NeuralHDDimension=16D2026.06 | 86.39 | |
| Ours-Aer (QeHDC)Quantum Resource=4 Qubits2026.06 | 86.35 | |
| AdaptHDDimension=64D2026.06 | 79.72 | |
| VanillaDimension=64D2026.06 | 76.39 | |
| VanillaDimension=32D2026.06 | 76.11 | |
| CompHDDimension=64D2026.06 | 75.83 | |
| QuantHDDimension=32D2026.06 | 75.56 | |
| QuantHDDimension=64D2026.06 | 74.17 | |
| VanillaDimension=16D2026.06 | 72.78 | |
| SparseHDDimension=64D2026.06 | 70.83 | |
| CompHDDimension=32D2026.06 | 68.89 | |
| AdaptHDDimension=32D2026.06 | 68.33 | |
| AdaptHDDimension=16D2026.06 | 67.5 | |
| SparseHDDimension=16D2026.06 | 66.94 | |
| LeHDCDimension=64D2026.06 | 65 | |
| SparseHDDimension=32D2026.06 | 61.94 | |
| LeHDCDimension=16D2026.06 | 59.44 | |
| LeHDCDimension=32D2026.06 | 56.39 | |
| CompHDDimension=16D2026.06 | 55.83 | |
| QuantHDDimension=16D2026.06 | 55 |