Image Classification on QMNIST (test)
99.64Accuracy (Avg)VGG-5 (Spinal FC)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VGG-5 (Spinal FC)Size of Fully Connected Layer=4HL, 128 Neurons Per Layer, Epoch=100, Parameters=3.630M2020.07 | 99.64 | 99.68 | 5.9 | |
| VGG-5Size of Fully Connected Layer=1HL, 512 Neurons, Epoch=100, Parameters=3.646M2020.07 | 99.63 | 99.66 | — | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 10 Neurons Per Layer, Epoch=8, Parameters=16.05k2020.07 | 98 | 98.07 | 11.5 | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 8 Neurons Per Layer, Epoch=8, Parameters=13.82k2020.07 | 97.81 | 97.97 | 6.9 | |
| CNNSize of Fully Connected Layer=1HL, 50 Neurons, Epoch=8, Parameters=21.84k2020.07 | 97.66 | 97.82 | — |