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ResearchFormerly WizWand

EEG Super-Resolution on Localize-MI 256 ch.

0.0856NMSEEMAG
0.0696760.1771630.284650.392137May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EMAGSuper-Resolution Factor=2x2026.050.08560.956110.8996
EMAGSuper-Resolution Factor=4x2026.050.1040.946410.0156
EMAGSuper-Resolution Factor=8x2026.050.13960.92748.6731
SRGDiffSuper-Resolution Factor=2x2026.050.14490.92138.3755
STADSuper-Resolution Factor=2x2026.050.19020.86357.2591
DDPMEEGSuper-Resolution Factor=2x2026.050.20460.85166.2151
EMAGSuper-Resolution Factor=16x2026.050.21390.88636.7959
SRGDiffSuper-Resolution Factor=4x2026.050.23840.88546.3617
RDPISuper-Resolution Factor=2x2026.050.25610.82465.7311
SADISuper-Resolution Factor=2x2026.050.26370.82435.7511
SaSDimSuper-Resolution Factor=2x2026.050.26750.81945.7443
ESTformerSuper-Resolution Factor=2x2026.050.27210.80615.5403
SRGDiffSuper-Resolution Factor=8x2026.050.29570.83235.2249
STADSuper-Resolution Factor=4x2026.050.30670.81945.5234
DDPMEEGSuper-Resolution Factor=4x2026.050.31080.81635.5126
SaSDimSuper-Resolution Factor=4x2026.050.34270.72464.3796
SADISuper-Resolution Factor=4x2026.050.34420.73914.3724
SRGDiffSuper-Resolution Factor=16x2026.050.34570.73224.0197
DDPMEEGSuper-Resolution Factor=8x2026.050.35540.73063.9891
RDPISuper-Resolution Factor=4x2026.050.35620.73964.3966
ESTformerSuper-Resolution Factor=4x2026.050.35780.72053.8671
STADSuper-Resolution Factor=8x2026.050.36490.72163.8715
RDPISuper-Resolution Factor=8x2026.050.40760.70623.5643
DDPMEEGSuper-Resolution Factor=16x2026.050.40760.67393.2715
STADSuper-Resolution Factor=16x2026.050.41060.66943.2642
SADISuper-Resolution Factor=8x2026.050.41640.69443.5498
SaSDimSuper-Resolution Factor=8x2026.050.41740.69263.5549
ESTformerSuper-Resolution Factor=8x2026.050.44660.68673.3023
RDPISuper-Resolution Factor=16x2026.050.45310.65492.7731
SADISuper-Resolution Factor=16x2026.050.45660.65542.8942
SaSDimSuper-Resolution Factor=16x2026.050.46130.64762.7678
ESTformerSuper-Resolution Factor=16x2026.050.48370.63192.5671