Before revision:  Experiments on the recently released TUH EEG Seizure Corpus  show that SeizureNet produces state-of-the-art weighted F1 scores of 0.98 for seizure type classification setting new benchmarks on the dataset .
After revision:  Experiments on the recently released TUH EEG Seizure Corpus show that SeizureNet produces state-of-the-art weighted F1 score of up to 0.95 for seizure-wise cross validation and 0.62 for patient-wise cross validation for scalp EEG based multi-class seizure type classification setting new benchmarks on the dataset .