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ResearchFormerly WizWand

EEG Super-Resolution on SEED-IV 62 ch.

0.1153NMSEEMAG
0.0882480.2708490.453450.636051May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EMAGSuper-Resolution Factor=2x2026.050.11530.94049.578
SRGDiffSuper-Resolution Factor=2x2026.050.16630.91137.866
EMAGSuper-Resolution Factor=4x2026.050.20270.89267.0593
SRGDiffSuper-Resolution Factor=4x2026.050.21150.88466.6402
SRGDiffSuper-Resolution Factor=8x2026.050.26030.8216.0346
EMAGSuper-Resolution Factor=8x2026.050.33580.81284.7712
ESTformerSuper-Resolution Factor=2x2026.050.34480.81064.7535
RDPISuper-Resolution Factor=2x2026.050.34910.78614.719
SADISuper-Resolution Factor=2x2026.050.35570.76244.7093
SaSDimSuper-Resolution Factor=2x2026.050.36330.72494.594
STADSuper-Resolution Factor=2x2026.050.38190.73164.493
ESTformerSuper-Resolution Factor=4x2026.050.39110.78224.1933
ESTformerSuper-Resolution Factor=8x2026.050.51250.70482.9821
DDPMEEGSuper-Resolution Factor=2x2026.050.51360.73464.4165
SADISuper-Resolution Factor=4x2026.050.53490.62932.6044
RDPISuper-Resolution Factor=4x2026.050.54160.63162.6194
SaSDimSuper-Resolution Factor=4x2026.050.55430.62112.6004
DDPMEEGSuper-Resolution Factor=4x2026.050.65130.53162.1064
STADSuper-Resolution Factor=4x2026.050.67130.52192.0492
SADISuper-Resolution Factor=8x2026.050.68440.52431.661
RDPISuper-Resolution Factor=8x2026.050.69150.51641.6492
SaSDimSuper-Resolution Factor=8x2026.050.71220.50091.6211
STADSuper-Resolution Factor=8x2026.050.71930.43191.6193
DDPMEEGSuper-Resolution Factor=8x2026.050.79160.43051.6105