Seizure Detection on Unipolar TUH EEG raw (test) benchmark leaderboard · SOTA2 Research

Seizure Detection on Unipolar TUH EEG raw (test)

0.88AUROCResNet-short + Dilation + LSTM

Evaluation Results

Method	Links
ResNet-short + Dilation + LSTM2022.01		0.88	0.87	0.79	0.8
MobileNet V3 + LSTM2022.01		0.87	0.85	0.82	0.75
CNN2D + BLSTM2022.01		0.86	0.85	0.75	0.81
ResNet-short + LSTM2022.01		0.86	0.85	0.77	0.8
MobileNetV32022.01		0.85	0.84	0.78	0.77
CNN2D + LSTM2022.01		0.84	0.83	0.71	0.82
ResNet182022.01		0.83	0.8	0.73	0.77
AlexNet2022.01		0.82	0.81	0.69	0.83
DenseNet2022.01		0.82	0.79	0.72	0.77
Guided Feature Transformer2022.01		0.81	0.8	0.69	0.81
CNN1D + LSTM2022.01		0.8	0.79	0.66	0.78
CNN1D + BLSTM2022.01		0.78	0.76	0.71	0.71
TDNN + LSTM2022.01		0.7	0.69	0.56	0.74
ChronoNet2022.01		0.63	0.61	0.63	0.56
Feature Transformer2022.01		0.51	0.51	0.28	0.75