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ResearchFormerly WizWand

Pixel-level 1-D image classification on Sequential MNIST (test)

99.72AccuracyCCNN
94.395295.777697.1698.5424Oct 31, 2021Dec 17, 2021Feb 2, 2022Mar 21, 2022May 7, 2022Jun 23, 2022Aug 9, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CCNNInput length=7842022.0899.72
S5Input length=7842022.0899.65
S42021.1099.63
S4Input length=7842022.0899.63
FlexTCNInput length=7842022.0899.62
LSSL2021.1099.53
LSSLInput length=7842022.0899.53
LipschitzRNN2021.1099.4
LipschitzRNNInput length=7842022.0899.4
CKConv2021.1099.32
CKConvInput length=7842022.0899.32
UR-LSTM2021.1099.28
UR-LSTMInput length=7842022.0899.28
UR-GRU2021.1099.27
UR-GRUInput length=7842022.0899.27
TrellisNet2021.1099.2
TrellisNetInput length=7842022.0899.2
TCN2021.1099
TCNInput length=7842022.0899
Dilated GRUInput length=7842022.0899
IndRNNInput length=7842022.0899
Transformer2021.1098.9
LSTM2021.1098.9
HiPPO-RNN2021.1098.9
TransformerInput length=7842022.0898.9
LSTMInput length=7842022.0898.9
HIPPO-RNNInput length=7842022.0898.9
CCNNInput length=7842022.0898.84
LSSLInput length=7842022.0898.76
expRNNInput length=7842022.0898.7
S4Input length=7842022.0898.7
S5Input length=7842022.0898.67
FlexTCNInput length=7842022.0898.63
CKConvInput length=7842022.0898.54
LMU-FFTInput length=7842022.0898.49
r-LSTM2021.1098.4
r-LSTMInput length=7842022.0898.4
UNICORNNInput length=7842022.0898.4
HIPPO-RNNInput length=7842022.0898.3
TrellisNetInput length=7842022.0898.13
Dilated RNNInput length=7842022.0898
TransformerInput length=7842022.0897.9
TCNInput length=7842022.0897.2
LMUInput length=7842022.0897.15
UR-LSTMInput length=7842022.0896.96
expRNNInput length=7842022.0896.6
UR-GRUInput length=7842022.0896.51
LipschitzRNNInput length=7842022.0896.3
Dilated RNNInput length=7842022.0896.1
IndRNNInput length=7842022.0896
r-LSTMInput length=7842022.0895.2
LSTMInput length=7842022.0895.11
Dilated GRUInput length=7842022.0894.6