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Seizure Forecasting on CHB-MIT Scalp EEG

100Sensitivity (Sn)

CNN

Updated 1mo ago

Evaluation Results

Method	Links
CNN 2025.11		100	0.029
CNN+LSTM 2025.11		100	0
Transformer 2025.11		100	0.116
STS-HGCN 2025.11		100	0.072
STAN 2025.11		100	0
CNN 2025.11		100	0.209
STAN 2025.11		100	0
STS-HGCN 2025.11		100	0.081
STAN 2025.11		100	0
CNN 2025.11		100	0.087
CNN+LSTM 2025.11		100	0
Transformer 2025.11		100	0.174
STS-HGCN 2025.11		100	0.067
STAN 2025.11		100	0
CNN 2025.11		100	0.417
CNN+LSTM 2025.11		100	0.104
Transformer 2025.11		100	0.313
CNN 2025.11		100	0.435
CNN+LSTM 2025.11		100	0
Transformer 2025.11		100	0.261
STAN 2025.11		100	0.03
STAN 2025.11		97.5	0.017
STAN 2025.11		96.6	0.011
STS-HGCN 2025.11		96	0.078
STS-HGCN 2025.11		95.8	0.085
STS-HGCN 2025.11		95	0.095
CNN 2025.11		94.3	0.258
STS-HGCN 2025.11		92.9	0.091
BFB+SVM 2025.11		92.3	0.482
CNN+LSTM 2025.11		91.8	0.169
STS-HGCN 2025.11		91.7	0.122
STS-HGCN 2025.11		91	0.074
Transformer 2025.11		89.8	0.259
BFB+SVM 2025.11		89.2	0.413
BFB+SVM 2025.11		89.1	0.321
BFB+SVM 2025.11		88.8	0.612
STAN 2025.11		88.7	0.043
BFB+SVM 2025.11		87.2	0.379
STAN 2025.11		86.4	0
CNN 2025.11		85.7	0.259
CNN+LSTM 2025.11		85.7	0.356
Transformer 2025.11		85.7	0.356
CNN 2025.11		85.7	0.328
CNN+LSTM 2025.11		85.7	0.219
Transformer 2025.11		85.7	0.219
BFB+SVM 2025.11		85.6	0.438
CNN 2025.11		83.3	0.478
CNN+LSTM 2025.11		83.3	0.41
BFB+SVM 2025.11		82.5	0.418
CNN+LSTM 2025.11		80	0.262
Transformer 2025.11		80	0.157
BFB+SVM 2025.11		79.1	0.372
BFB+SVM 2025.11		76.4	0.513
Transformer 2025.11		66.7	0.478