Image Classification on EMNIST-Balanced

Metric: Trainable Parameters (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Trainable Parameters▼	Extra Data	Paper	Date↕	Code
1	VGG-5	3646000	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
2	VGG-5(Spinal FC)	3630000	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
3	EMNIST-mobile	2250000	No	-	-	Code
4	OnDev-LCT-8/1	913296	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
5	HM2-BP	665647	No	Hybrid Macro/Micro Level Backpropagation for Tra...	2018-05-21	Code
6	OnDev-LCT-4/1	514960	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
7	EMNIST-Tiny	400000	No	-	-	Code
8	Convolutional PMM (Parametric Matrix Model)	349172	No	Parametric Matrix Models	2024-01-22	-
9	OnDev-LCT-2/1	315792	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
10	OnDev-LCT-1/1	216208	No	OnDev-LCT: On-Device Lightweight Convolutional T...	2024-01-22	-
11	CNN	21840	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
12	CNN(Spinal FC)	16050	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
13	CNN(Spinal FC)	13820	No	SpinalNet: Deep Neural Network with Gradual Input	2020-07-07	Code
14	PMM (Parametric Matrix Model)	13792	No	Parametric Matrix Models	2024-01-22	-