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Benchmarks
Sequence Classification on permuted sequential MNIST (test)
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98.4
Test Accuracy
UNICORNN (L=3)
92.68
94.165
95.65
97.135
Mar 9, 2021
Test Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Accuracy
UNICORNN (L=3)
#UNITS=256, M=135K
2021.03
98.4
UNICORNN (L=3)
#UNITS=128, M=35K
2021.03
97.8
CORNN
#UNITS=256, M=134K
2021.03
97.3
DENSE-INDRNN (L=6)
#UNITS=128, M=257K
2021.03
97.2
EXPRNN
#UNITS=512, M=127K
2021.03
96.6
INDRNN (L=6)
#UNITS=128, M=86K
2021.03
96
GRU
#UNITS=256, M=200K
2021.03
94.1
LSTM
#UNITS=256, M=270K
2021.03
92.9
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