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Benchmarks
Sequential Image Classification on Sequential MNIST
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99.63
Test Accuracy Best
S4
97.2068
97.8359
98.465
99.0941
Jun 16, 2021
Test Accuracy Best
Test Accuracy Mean
Test Accuracy Min
Repeats Count
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Accuracy Best
Test Accuracy Mean
Test Accuracy Min
Repeats Count
S4
Params=7.9M
2021.06
99.63
-
-
-
Lipschitz
Stable RNN?=true, Para...
2021.06
99.4
99.2
99
10
CKConv
Params=1M
2021.06
99.32
-
-
-
Trellis
Params=8M
2021.06
99.2
-
-
-
Sparse Combo Net
Stable RNN?=true, Para...
2021.06
99.04
-
-
-
Transformer
Params=0.5M
2021.06
98.9
-
-
-
Antisymmetric
Stable RNN?=?, Params=36K
2021.06
98
-
-
-
LSTM
Params=68K
2021.06
97.3
-
-
-
TCN
Size=21K
2018.03
-
99
-
-
Dilated GRU
Size=21K
2018.03
-
99
-
-
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