Classification on MNIST 6Classes
82.7AccuracyNeuralHD
Evaluation results
| Method | Links | |
|---|---|---|
| NeuralHDDimensionality=64D2026.06 | 82.7 | |
| OnlineHDDimensionality=64D2026.06 | 80.39 | |
| NeuralHDDimensionality=32D2026.06 | 71.76 | |
| OnlineHDDimensionality=32D2026.06 | 67.49 | |
| NeuralHDDimensionality=16D2026.06 | 63.05 | |
| VanillaDimensionality=64D2026.06 | 57.42 | |
| AdaptHDDimensionality=64D2026.06 | 55.82 | |
| OnlineHDDimensionality=16D2026.06 | 51.21 | |
| CompHDDimensionality=64D2026.06 | 51.21 | |
| VanillaDimensionality=32D2026.06 | 47.49 | |
| VanillaDimensionality=16D2026.06 | 44.58 | |
| CompHDDimensionality=32D2026.06 | 40.8 | |
| QuantHDDimensionality=64D2026.06 | 39.92 | |
| QuantHDDimensionality=32D2026.06 | 36.68 | |
| LeHDCDimensionality=64D2026.06 | 32.76 | |
| AdaptHDDimensionality=32D2026.06 | 32.54 | |
| QuantHDDimensionality=16D2026.06 | 31.76 | |
| LeHDCDimensionality=32D2026.06 | 30.9 | |
| CompHDDimensionality=16D2026.06 | 30.46 | |
| SparseHDDimensionality=64D2026.06 | 27.75 | |
| AdaptHDDimensionality=16D2026.06 | 27 | |
| LeHDCDimensionality=16D2026.06 | 25.86 | |
| SparseHDDimensionality=32D2026.06 | 24.99 | |
| SparseHDDimensionality=16D2026.06 | 23.76 |