Image Classification on Kuzushiji-MNIST (KMNIST) (test)
99.05Test Accuracy (Avg)VGG-5 (Spinal FC)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VGG-5 (Spinal FC)Size of Fully Connected Layer=4HL, 128 Neurons Per Layer, Epoch=200, Parameters=3.630M2020.07 | 99.05 | 99.15 | 19.8 | |
| VGG-5Size of Fully Connected Layer=1HL, 512 Neurons, Epoch=200, Parameters=3.646M2020.07 | 98.76 | 98.94 | — | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 10 Neurons Per Layer, Epoch=8, Parameters=16.05k2020.07 | 86.48 | 88.25 | 24.3 | |
| CNN (Spinal FC)Size of Fully Connected Layer=6HL, 8 Neurons Per Layer, Epoch=8, Parameters=13.82k2020.07 | 85.98 | 87.94 | 22.3 | |
| CNNSize of Fully Connected Layer=1HL, 50 Neurons, Epoch=8, Parameters=21.84k2020.07 | 83.24 | 84.48 | — |