Image Classification on Kuzushiji-MNIST

Metric: Error (lower is better)

LeaderboardDataset

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#	Model↕	Error▲	Extra Data	Paper	Date↕	Code
1	VGG-5 (Spinal FC)	0.85	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
2	CAMNet3	0.95	No	Context-Aware Multipath Networks	2019-07-26	-
3	VGG8B(2x) + LocalLearning + CO	0.99	No	Training Neural Networks with Local Error Signals	2019-01-20	Code
4	ResNet18 + VGG Ensemble	1.1	No	Deep Learning for Classical Japanese Literature	2018-12-03	Code
5	R-ExplaiNet-26	1.22	No	Learning local discrete features in explainable-...	2024-10-31	Code

#1VGG-5 (Spinal FC)SOTA
0.85
Error· 2020-07-07
SpinalNet: Deep Neural Network with Gradual Input Code
#2CAMNet3SOTA
0.95
Error· 2019-07-26
Context-Aware Multipath Networks
#3VGG8B(2x) + LocalLearning + COSOTA
0.99
Error· 2019-01-20
Training Neural Networks with Local Error Signals Code
#4ResNet18 + VGG EnsembleSOTA
1.1
Error· 2018-12-03
Deep Learning for Classical Japanese Literature Code
#5R-ExplaiNet-26
1.22
Error· 2024-10-31
Learning local discrete features in explainable-by-design convolutional neural networks Code