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Image Classification On Emnist Balanced

Metrics

Accuracy
Trainable Parameters

Results

Performance results of various models on this benchmark

Paper Title
EMNIST-mobile91.48 2250000Efficient Global Neural Architecture Search
EMNIST-Tiny91.20400000Efficient Global Neural Architecture Search
WaveMixLite-128/791.06-WaveMix: A Resource-efficient Neural Network for Image Analysis
VGG-5(Spinal FC)91.053630000SpinalNet: Deep Neural Network with Gradual Input
VGG-591.043646000SpinalNet: Deep Neural Network with Gradual Input
TextCaps90.46-Dynamic Routing Between Capsules
OnDev-LCT-8/189.55913296OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
OnDev-LCT-1/189.52216208OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
OnDev-LCT-4/189.39514960OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
OnDev-LCT-2/189.18315792OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
OptConv+Log+Perc87.69-Efficient Neural Vision Systems Based on Convolutional Image Acquisition
Convolutional PMM (Parametric Matrix Model)85.95349172Parametric Matrix Models
HM2-BP85.57665647Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks
CNN(Spinal FC)83.2116050SpinalNet: Deep Neural Network with Gradual Input
CNN(Spinal FC)82.7713820SpinalNet: Deep Neural Network with Gradual Input
PMM (Parametric Matrix Model)81.5713792Parametric Matrix Models
CNN79.6121840SpinalNet: Deep Neural Network with Gradual Input
OPIUM Classifier78.94-EMNIST: an extension of MNIST to handwritten letters
SNNL-578.5-Improving k-Means Clustering Performance with Disentangled Internal Representations
Linear Classifier50.93-EMNIST: an extension of MNIST to handwritten letters
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