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Gesture Estimation on sEMG mean across fifteen subjects
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89.26
Top-1 Accuracy
JASNN
74.908
78.634
82.36
86.086
May 23, 2024
Top-1 Accuracy
Std. Dev.
Updated 3mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Std. Dev.
JASNN
Model=JASNN, Category=...
2024.05
89.26
0.31
Zhou et al. 2021
Model=Informer, Catego...
2024.05
88.32
0.36
LSNN+SJA
Model=LSNN+SJA(Ours),...
2024.05
88.1
0.25
Rahimian et al. 2022
Model=TCN+Attention, C...
2024.05
87.1
0.57
Bellec et al. 2018
Model=LSNN, Category=SNN
2024.05
86.24
0.22
Zhang et al. 2023
Model=Transformer, Cat...
2024.05
86.21
0.31
Xu et al. 2023
Model=SCNN, Category=SNN
2024.05
84.3
0.23
Rahimian et al. 2021
Model=Transformer, Cat...
2024.05
84.23
0.37
Chen et al. 2021
Model=GRU, Category=DNN
2024.05
82.19
0.28
Tsinganos et al. 2020
Model=TCN, Category=DNN
2024.05
79.69
0.83
Zhang et al. 2022
Model=SIB+SNN, Categor...
2024.05
77.84
0.62
Asif et al. 2020
Model=CNN, Category=DNN
2024.05
75.46
0.52
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