Image Classification on 75 Superpixel MNIST

Metric: Classification Error (lower is better)

LeaderboardDataset

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#	Model↕	Classification Error▲	Extra Data	Paper	Date↕	Code
1	Dynamic Reduction Network (256 HD)	0.95	No	A Dynamic Reduction Network for Point Clouds	2020-03-18	Code
2	PNCNN	1.24	No	Probabilistic Numeric Convolutional Neural Netwo...	2020-10-21	Code
3	GAT	3.81	No	Superpixel Image Classification with Graph Atten...	2020-02-13	Code
4	GCGP	4.2	No	Graph Convolutional Gaussian Processes	2019-05-14	-
5	SplineCNN	4.78	No	SplineCNN: Fast Geometric Deep Learning with Con...	2017-11-24	Code
6	Monet	8.89	No	Geometric deep learning on graphs and manifolds ...	2016-11-25	Code

#1Dynamic Reduction Network (256 HD)SOTA
0.95
Classification Error· 2020-03-18
A Dynamic Reduction Network for Point Clouds Code
#2PNCNN
1.24
Classification Error· 2020-10-21
Probabilistic Numeric Convolutional Neural Networks Code
#3GATSOTA
3.81
Classification Error· 2020-02-13
Superpixel Image Classification with Graph Attention Networks Code
#4GCGPSOTA
4.2
Classification Error· 2019-05-14
Graph Convolutional Gaussian Processes
#5SplineCNNSOTA
4.78
Classification Error· 2017-11-24
SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels Code
#6MonetSOTA
8.89
Classification Error· 2016-11-25
Geometric deep learning on graphs and manifolds using mixture model CNNs Code