Image Classification on EMNIST-Balanced

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	EMNIST-mobile	91.48	No	-	-	Code
2	EMNIST-Tiny	91.2	No	-	-	Code
3	WaveMixLite-128/7	91.06	No	WaveMix: A Resource-efficient Neural Network for...	2022-05-28	Code
4	VGG-5(Spinal FC)	91.05	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
5	VGG-5	91.04	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
6	TextCaps	90.46	No	Dynamic Routing Between Capsules	2017-10-26	Code
7	OnDev-LCT-8/1	89.55	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
8	OnDev-LCT-1/1	89.52	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
9	OnDev-LCT-4/1	89.39	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
10	OnDev-LCT-2/1	89.18	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
11	OptConv+Log+Perc	87.69	No	-	-	-
12	Convolutional PMM (Parametric Matrix Model)	85.95	No	Parametric Matrix Models	2024-01-22	-
13	HM2-BP	85.57	No	Hybrid Macro/Micro Level Backpropagation for Tra...	2018-05-21	Code
14	CNN(Spinal FC)	83.21	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
15	CNN(Spinal FC)	82.77	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
16	PMM (Parametric Matrix Model)	81.57	No	Parametric Matrix Models	2024-01-22	-
17	CNN	79.61	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
18	OPIUM Classifier	78.94	No	EMNIST: an extension of MNIST to handwritten let...	2017-02-17	Code
19	SNNL-5	78.5	No	Improving k-Means Clustering Performance with Di...	2020-06-05	Code
20	Linear Classifier	50.93	No	EMNIST: an extension of MNIST to handwritten let...	2017-02-17	Code