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Sequential Image Recognition on sMNIST (test)
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99.5
Test Accuracy
LEM
89.932
92.416
94.9
97.384
Oct 10, 2021
Apr 8, 2022
Oct 6, 2022
Apr 4, 2023
Oct 2, 2023
Mar 30, 2024
Sep 27, 2024
Test Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Accuracy
LEM
# units=128, Number of...
2021.10
99.5
Lipschitz RNN
# units=128, Number of...
2021.10
99.4
Lipschitz RNN
number of units=128, n...
2024.09
99.4
coRNN
# units=128, Number of...
2021.10
99.3
coRNN
number of units=128, n...
2024.09
99.3
GRU
# units=256, Number of...
2021.10
99.1
LSTM
# units=256, Number of...
2021.10
98.9
chrono-LSTM
# units=128, Number of...
2021.10
98.9
expRNN
# units=360, Number of...
2021.10
98.4
anti.sym. RNN
# units=128, Number of...
2021.10
98
AntisymmetricRNN
number of units=128, n...
2024.09
98
ORGANICs
number of units=128, n...
2024.09
97.8
ORGANICs
number of units=64, nu...
2024.09
97.7
LSTMs
number of units=128, n...
2024.09
97.3
ORGANICs (fixed time constants)
number of units=128, n...
2024.09
94.8
ORGANICs (fixed time constants)
number of units=64, nu...
2024.09
90.3
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