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Benchmarks
Subject-Level Detection on Combined (ADFTD, BrainLat, AD-Auditory, ADFSU, APAVA)
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78.23
Accuracy
DeepTokenEEG
57.5652
62.9301
68.295
73.6599
May 14, 2026
Accuracy
F1-Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-Score
DeepTokenEEG
Params=0.29M
2026.05
78.23
83.7
TS2Vec
Params=2.58M
2026.05
77.18
83.46
EEGPT
Params=25.5M
2026.05
77.12
83.4
LEAD-Sup
Params=3.21M
2026.05
76.31
83.43
LaBraM
Params=9.62M
2026.05
76
83.19
Medformer
Params=4.42M
2026.05
75.23
83.32
BIOT
Params=4.16M
2026.05
74.44
84.44
EEG2Rep
Params=5.33M
2026.05
70.68
76.8
TimesNet
Params=2.35M
2026.05
70.26
78.31
Transformer
Params=0.83M
2026.05
67.95
73.47
Conformer
Params=1.14M
2026.05
67.56
75.3
TCN
Params=1.02M
2026.05
58.36
65.14
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