TF and atrial fibrillation: Similarly, on the SEED-IV dataset, STAFNet attained an AUC of 0.9865, surpassing AF, CF, SAF, SCF, and TF by 0.2067, 0.0211, 0.052, 0.0622, and 0.1409, respectively, demonstrating its superior performance.