EEG signal classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
70.96Accuracy
29
Mar 18, 2026
78.24Accuracy
17
Feb 26, 2026
78.02Accuracy
15
Feb 26, 2026
87.68Subject 1 Accuracy
6
Jun 2, 2026
87.79Mean AUC
5
Jun 23, 2026
95.31Mean AUC
5
Jun 23, 2026
87.69Mean AUC
5
Jun 23, 2026
76.87Mean AUC
5
Jun 23, 2026
92.83Mean AUC
5
Jun 23, 2026
93.7Accuracy (%)
4
Feb 26, 2026
95.5AUROC
3
Mar 20, 2026
99.4AUROC
3
Mar 20, 2026
76.2Sensitivity
2
Jun 24, 2026