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Sequence Classification on S-MNIST
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99.63
Accuracy
S4
96.2708
97.1429
98.015
98.8871
Mar 12, 2021
Jan 25, 2022
Dec 11, 2022
Oct 26, 2023
Sep 10, 2024
Jul 26, 2025
Jun 11, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
S4
SNN=No
2026.06
99.63
LongSpike
SNN=Yes
2026.06
99.62
SpikingSSM
SNN=Yes
2026.06
99.6
IndRNN
Network=RNN-SoTa
2021.03
99.5
P-SpikeSSM
SNN=Yes
2026.06
99.43
Binary-S4D
SNN=Yes
2026.06
99.4
LMUformer
SNN=No
2026.06
98.95
SRNN
Network=SRNN
2021.03
98.7
LSTM
Network=RNN
2021.03
98.2
SpikingLMUformer
SNN=Yes
2026.06
97.43
LSNN
Network=SRNN-SoTa
2021.03
96.4
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