Classification on MNIST 8Classes
80.1AccuracyNeuralHD
Evaluation results
| Method | Links | |
|---|---|---|
| NeuralHDDimension=64D2026.06 | 80.1 | |
| OnlineHDDimension=64D2026.06 | 77.44 | |
| NeuralHDDimension=32D2026.06 | 69.39 | |
| OnlineHDDimension=32D2026.06 | 60.49 | |
| VanillaDimension=64D2026.06 | 58.51 | |
| NeuralHDDimension=16D2026.06 | 56.9 | |
| AdaptHDDimension=64D2026.06 | 47.44 | |
| VanillaDimension=32D2026.06 | 43.19 | |
| CompHDDimension=64D2026.06 | 42.71 | |
| OnlineHDDimension=16D2026.06 | 42.01 | |
| QuantHDDimension=64D2026.06 | 39.4 | |
| QuantHDDimension=32D2026.06 | 37.69 | |
| AdaptHDDimension=32D2026.06 | 33.92 | |
| CompHDDimension=32D2026.06 | 32.65 | |
| VanillaDimension=16D2026.06 | 30.77 | |
| LeHDCDimension=64D2026.06 | 29.05 | |
| SparseHDDimension=64D2026.06 | 26.02 | |
| CompHDDimension=16D2026.06 | 24.54 | |
| AdaptHDDimension=16D2026.06 | 24.16 | |
| LeHDCDimension=32D2026.06 | 23.32 | |
| SparseHDDimension=16D2026.06 | 22.64 | |
| SparseHDDimension=32D2026.06 | 19.76 | |
| LeHDCDimension=16D2026.06 | 16.7 | |
| QuantHDDimension=16D2026.06 | 16.57 |