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ResearchFormerly WizWand

Finger Decoding on Finger benchmark windowed 9 subjects (test)

0.554Mean Pearson rCORTEG
0.166080.266790.36750.46821May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CORTEGTrainable Parameters=297 K, Type=Pooled2026.050.554
CORTEGTrainable Parameters=297 K, Type=LOO-FT2026.050.551
DeepFingerNetTrainable Parameters=1.16 M, Type=Deep, multi-band wavelet (UNet++)2026.050.542
CORTEGTrainable Parameters=297 K, Type=Per-subject2026.050.539
HiLoFuseNetTrainable Parameters=334 K, Type=Deep, LFS + HGA dual-stream2026.050.534
LSTM_HGATrainable Parameters=361 K, Type=Deep, HGA only2026.050.485
CNN-LSTMTrainable Parameters=557 K, Type=Deep, multi-band wavelet2026.050.411
PLSTrainable Parameters=—, Type=Linear, multi-band wavelet2026.050.402
HOPLSTrainable Parameters=—, Type=Tensor latent-factor, multi-band2026.050.364
Ridge_HGATrainable Parameters=—, Type=Linear, HGA only2026.050.336
LSTM_LFSTrainable Parameters=361 K, Type=Deep, LFS only2026.050.276
Ridge_LFSTrainable Parameters=—, Type=Linear, LFS only2026.050.181