EEG Super-Resolution on SEED-IV 62 ch.
0.1153NMSEEMAG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| EMAGSuper-Resolution Factor=2x2026.05 | 0.1153 | 0.9404 | 9.578 | |
| SRGDiffSuper-Resolution Factor=2x2026.05 | 0.1663 | 0.9113 | 7.866 | |
| EMAGSuper-Resolution Factor=4x2026.05 | 0.2027 | 0.8926 | 7.0593 | |
| SRGDiffSuper-Resolution Factor=4x2026.05 | 0.2115 | 0.8846 | 6.6402 | |
| SRGDiffSuper-Resolution Factor=8x2026.05 | 0.2603 | 0.821 | 6.0346 | |
| EMAGSuper-Resolution Factor=8x2026.05 | 0.3358 | 0.8128 | 4.7712 | |
| ESTformerSuper-Resolution Factor=2x2026.05 | 0.3448 | 0.8106 | 4.7535 | |
| RDPISuper-Resolution Factor=2x2026.05 | 0.3491 | 0.7861 | 4.719 | |
| SADISuper-Resolution Factor=2x2026.05 | 0.3557 | 0.7624 | 4.7093 | |
| SaSDimSuper-Resolution Factor=2x2026.05 | 0.3633 | 0.7249 | 4.594 | |
| STADSuper-Resolution Factor=2x2026.05 | 0.3819 | 0.7316 | 4.493 | |
| ESTformerSuper-Resolution Factor=4x2026.05 | 0.3911 | 0.7822 | 4.1933 | |
| ESTformerSuper-Resolution Factor=8x2026.05 | 0.5125 | 0.7048 | 2.9821 | |
| DDPMEEGSuper-Resolution Factor=2x2026.05 | 0.5136 | 0.7346 | 4.4165 | |
| SADISuper-Resolution Factor=4x2026.05 | 0.5349 | 0.6293 | 2.6044 | |
| RDPISuper-Resolution Factor=4x2026.05 | 0.5416 | 0.6316 | 2.6194 | |
| SaSDimSuper-Resolution Factor=4x2026.05 | 0.5543 | 0.6211 | 2.6004 | |
| DDPMEEGSuper-Resolution Factor=4x2026.05 | 0.6513 | 0.5316 | 2.1064 | |
| STADSuper-Resolution Factor=4x2026.05 | 0.6713 | 0.5219 | 2.0492 | |
| SADISuper-Resolution Factor=8x2026.05 | 0.6844 | 0.5243 | 1.661 | |
| RDPISuper-Resolution Factor=8x2026.05 | 0.6915 | 0.5164 | 1.6492 | |
| SaSDimSuper-Resolution Factor=8x2026.05 | 0.7122 | 0.5009 | 1.6211 | |
| STADSuper-Resolution Factor=8x2026.05 | 0.7193 | 0.4319 | 1.6193 | |
| DDPMEEGSuper-Resolution Factor=8x2026.05 | 0.7916 | 0.4305 | 1.6105 |