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Seizure Detection on Unipolar TUH EEG raw (test)

0.88AUROC

ResNet-short + Dilation + LSTM

Updated 1mo ago

Evaluation Results

Method	Links
ResNet-short + Dilation + LSTM 2022.01		0.88	0.87	0.79	0.8
MobileNet V3 + LSTM 2022.01		0.87	0.85	0.82	0.75
CNN2D + BLSTM 2022.01		0.86	0.85	0.75	0.81
ResNet-short + LSTM 2022.01		0.86	0.85	0.77	0.8
MobileNetV3 2022.01		0.85	0.84	0.78	0.77
CNN2D + LSTM 2022.01		0.84	0.83	0.71	0.82
ResNet18 2022.01		0.83	0.8	0.73	0.77
AlexNet 2022.01		0.82	0.81	0.69	0.83
DenseNet 2022.01		0.82	0.79	0.72	0.77
Guided Feature Transformer 2022.01		0.81	0.8	0.69	0.81
CNN1D + LSTM 2022.01		0.8	0.79	0.66	0.78
CNN1D + BLSTM 2022.01		0.78	0.76	0.71	0.71
TDNN + LSTM 2022.01		0.7	0.69	0.56	0.74
ChronoNet 2022.01		0.63	0.61	0.63	0.56
Feature Transformer 2022.01		0.51	0.51	0.28	0.75