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ResearchFormerly WizWand

EEG Artifact Detection on TUAR

91.8AUROCFEMBA-Tiny
-2.8899221.6930446.27670.85896Mar 19, 2026Mar 30, 2026Apr 11, 2026Apr 22, 2026May 4, 2026May 15, 2026May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FEMBA-TinySize=7.8M2026.0391.851.8
LUNA-BaseSize=7M2026.0390.249.5
LuMamba-TinySize=4.6M2026.0389.649
EEGFormer-BaseSize=2.3M2026.0384.748.3
CaMBRAINSize=37M, Training Objective=MMC2026.050.9360.565
LUNA-HSize=311M, Training Objective=MMC2026.050.9210.528
LUNA-BSize=7M, Training Objective=MMC2026.050.9020.495
EEGFormer-LSize=3.2M, Training Objective=MMC2026.050.8520.483
EEGFormer-BSize=2.3M, Training Objective=MMC2026.050.8470.483
EEG-GNNTraining Objective=MMC2026.050.8370.488
GraphS4merTraining Objective=MMC2026.050.8330.461
BrainBERTSize=43M, Training Objective=MMC2026.050.7530.35
EEGNetTraining Objective=MMC2026.050.7520.433