Seizure Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100TPR
42
Feb 26, 2026
82.66Balanced Accuracy
34
May 15, 2026
85.27Sensitivity
18
Jun 23, 2026
89.78Sensitivity
18
Jun 23, 2026
70.08BCA
16
Feb 26, 2026
82.1BCA
16
Feb 26, 2026
79.07F1 Score
15
May 1, 2026
0.88AUROC
15
Feb 26, 2026
99Recall
11
Feb 26, 2026
99.9AUROC
11
Feb 26, 2026
99.83Accuracy
10
Jun 2, 2026
99.57Balanced Accuracy
10
Apr 30, 2026
97.39Balanced Accuracy
10
Apr 30, 2026
88.9Accuracy
8
Mar 26, 2026
72.3Balanced Accuracy
8
Mar 16, 2026
75.3F1 Score
7
Apr 3, 2026
0.749F1 Score
7
Apr 3, 2026
86.55Balanced Accuracy
7
Mar 18, 2026
99.8Sensitivity
7
Feb 26, 2026
0.932ROC-AUC
6
May 13, 2026
95.5ROC-AUC
6
May 13, 2026
72.83Balanced Accuracy
6
Mar 16, 2026
71.76Balanced Accuracy
6
Mar 16, 2026
74.44Balanced Accuracy
6
Mar 16, 2026
80.13Balanced Accuracy
6
Mar 6, 2026