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ResearchFormerly WizWand

2-class EEG classification on APAVA EEG-2 (Cross-subject)

82.31AccuracyBioFormer

Evaluation results

Method	Links
BioFormer2026.05		82.31	79.77	88.52
SoftShape2026.05		81.22	78.71	82.24
Medformer2026.05		78.74	76.31	83.2
Reformer2026.05		78.7	75.93	73.94
Transformer2026.05		76.3	73.75	72.5
FEDformer2026.05		74.94	73.51	83.72
iTransformer2026.05		74.55	72.3	85.59
Crossformer2026.05		73.77	68.93	72.39
PatchTST2026.05		73.26	73.17	81.69
Informer2026.05		73.11	69.47	70.46
BioFormer2026.05		72.83	72.81	80.38
Nonformer2026.05		71.89	69.74	70.55
MTST2026.05		71.53	71.5	79.48
SoftShape2026.05		71.28	71.16	78.48
MTST2026.05		71.14	64.01	68.87
Reformer2026.05		70.9	70.82	78.34
Transformer2026.05		70.86	70.83	77.82
Nonformer2026.05		70.71	70.6	78.79
Crossformer2026.05		70.58	70.39	77.54
Informer2026.05		70.57	70.54	77.86
Medformer2026.05		69.4	69.3	76.03
Autoformer2026.05		68.64	68.06	75.94
PatchTST2026.05		67.03	55.97	65.65
iTransformer2026.05		65.94	65.84	72.17
FEDformer2026.05		60.99	60.82	66.19
Autoformer2026.05		58	57.95	61.06