List your company
ResearchFormerly WizWand

Myoelectric Gesture Recognition on Ninapro DB4

70.05AccuracySASG-DA
59.566862.288465.0167.7316Nov 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SASG-DABackbone=STCNet2025.1170.0571.3771.7571.56
SASG-DABackbone=STCNet2025.1170.0571.3771.7571.56
SASG-DABackbone=Crossformer2025.1169.7370.7371.3871.05
SASG-DABackbone=Crossformer2025.1169.7370.7371.3871.05
CADSBackbone=Crossformer2025.1168.9169.9970.5770.28
FreqMixBackbone=Crossformer2025.1168.5170.0370.2570.14
UpsampleBackbone=STCNet2025.1168.4470.470.1470.27
MinorityBackbone=Crossformer2025.1168.3969.4970.0369.76
NTDBackbone=Crossformer2025.1167.968.9269.5569.23
SASG-DABackbone=TDCT2025.1167.7469.0269.4269.22
SASG-DABackbone=TDCT2025.1167.7469.0269.4269.22
DESAMBackbone=Crossformer2025.1167.6368.8269.3369.07
UpsampleBackbone=Crossformer2025.1167.6269.2369.2969.26
PatchEMGBackbone=Crossformer2025.1167.568.9369.2669.09
PatchEMGBackbone=STCNet2025.1167.4569.4269.2169.31
CADSBackbone=STCNet2025.1167.4568.8469.1368.98
Dominant ShuffleBackbone=Crossformer2025.1167.2168.4168.9668.68
RIMBackbone=Crossformer2025.1167.1868.3168.968.6
FreqMaskBackbone=STCNet2025.1167.0868.9968.8268.9
MinorityBackbone=STCNet2025.1166.7468.3868.4266.4
SimPSIBackbone=Crossformer2025.1166.7267.9368.468.16
FreqMixBackbone=STCNet2025.1166.6968.7368.3868.55
FreqMaskBackbone=Crossformer2025.1166.6768.0868.3568.21
EEG-EnhancingBackbone=Crossformer2025.1166.4867.6668.2267.94
STAugBackbone=Crossformer2025.1166.4167.7768.0967.93
MixupBackbone=Crossformer2025.1166.2167.4867.8667.67
SSE-LDMBackbone=Crossformer2025.1166.167.1667.7667.46
DiffMixBackbone=Crossformer2025.1166.0867.2167.8167.51
Jittering & ScalingBackbone=Crossformer2025.1166.0167.3567.867.57
E-TRGANBackbone=Crossformer2025.1165.9367.767.2867.51
Dominant ShuffleBackbone=STCNet2025.1165.8967.8967.6967.79
BaselineBackbone=Crossformer2025.1165.7866.9767.4967.23
BaselineBackbone=Crossformer2025.1165.7866.9767.4967.23
NTDBackbone=STCNet2025.1165.6967.1967.3967.29
CADSBackbone=TDCT2025.1165.5867.0367.3367.18
FreqMixBackbone=TDCT2025.1165.4567.0867.1567.11
RIMBackbone=STCNet2025.1165.0866.5866.7766.67
PatchEMGBackbone=TDCT2025.1164.6866.3866.3766.37
FreqMaskBackbone=TDCT2025.1164.566.3166.2366.27
MixupBackbone=TDCT2025.1164.565.9666.266.08
RIMBackbone=TDCT2025.1164.4765.7566.2165.98
MinorityBackbone=TDCT2025.1164.4765.8666.1365.99
NTDBackbone=TDCT2025.1164.2965.7265.8565.78
Dominant ShuffleBackbone=TDCT2025.1164.2266.0166.0666.03
SimPSIBackbone=TDCT2025.1164.0665.5465.7865.66
DESAMBackbone=STCNet2025.1164.0665.6765.965.78
STAugBackbone=TDCT2025.1163.9665.3165.6765.49
DESAMBackbone=TDCT2025.1163.9165.2465.665.42
SSE-LDMBackbone=TDCT2025.1163.5364.7665.2665.01
UpsampleBackbone=TDCT2025.1163.3765.1665.2365.19
DiffMixBackbone=STCNet2025.1163.2264.8964.9964.94
E-TRGANBackbone=TDCT2025.1163.1164.664.5564.57
Jittering & ScalingBackbone=TDCT2025.1163.0564.664.7564.67
EEG-EnhancingBackbone=TDCT2025.1162.7164.1664.4764.31
E-TRGANBackbone=STCNet2025.1162.6664.564.5464.52
BaselineBackbone=TDCT2025.1162.6264.1864.3464.26
SSE-LDMBackbone=STCNet2025.1162.5664.1864.3464.26
SimPSIBackbone=STCNet2025.1162.4464.4864.0664.27
DiffMixBackbone=TDCT2025.1162.1463.3563.8363.59
MixupBackbone=STCNet2025.1162.1363.9563.8263.88
EEG-EnhancingBackbone=STCNet2025.1161.8663.6963.6363.66
STAugBackbone=STCNet2025.1161.4663.3663.163.23
BaselineBackbone=STCNet2025.1161.2563.4363.0563.24
BaselineBackbone=STCNet2025.1161.2563.4363.0563.24
Jittering & ScalingBackbone=STCNet2025.1159.9762.2361.7461.98