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Benchmarks
Segment-Level Classification on ADFTD
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85.14
Accuracy
DeepTokenEEG
52.848
61.2315
69.615
77.9985
May 14, 2026
Accuracy
F1-Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-Score
DeepTokenEEG
Params=0.29M
2026.05
85.14
81.92
LEAD-Sup
Params=3.21M
2026.05
80.84
80.68
BIOT
Params=4.16M
2026.05
78.63
77.43
Conformer
Params=1.14M
2026.05
75.04
74.8
TCN
Params=1.02M
2026.05
75.01
74.9
Medformer
Params=4.42M
2026.05
73.88
73.77
TS2Vec
Params=2.58M
2026.05
71.81
71.73
EEG2Rep
Params=5.33M
2026.05
70.62
70.6
Transformer
Params=0.83M
2026.05
67.89
67.29
TimesNet
Params=2.35M
2026.05
65.06
74.42
LaBraM
Params=9.62M
2026.05
55.07
71.03
EEGPT
Params=25.5M
2026.05
54.09
71
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