EEG Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
71.04Benign Accuracy
42
Apr 14, 2026
80.88Benign Accuracy
42
Apr 14, 2026
64.94Benign Accuracy
42
Apr 14, 2026
69.59Benign Accuracy
42
Apr 14, 2026
64.64AUPRC
32
Feb 26, 2026
74.25AUPRC
32
Feb 26, 2026
63.46Kappa
32
Feb 26, 2026
73.91Balanced Accuracy
31
May 14, 2026
80.13B-ACC
30
Mar 6, 2026
83.69Mean Classification Accuracy
25
Jun 26, 2026
71.5Balanced Accuracy
25
Jun 23, 2026
66.71Balanced Accuracy
24
May 13, 2026
62.62Balanced Accuracy
20
Mar 18, 2026
86.57Accuracy
19
Mar 16, 2026
56.74Balanced Accuracy
18
Jul 7, 2026
77.43Balanced Accuracy
18
May 7, 2026
88.54Accuracy
18
Apr 10, 2026
81.7AUC
17
Mar 12, 2026
73.75Accuracy
17
Mar 12, 2026
74.71Accuracy
17
Mar 12, 2026
94.51Accuracy
16
Apr 8, 2026
47.18Balanced Accuracy (ACC-B)
13
Jul 7, 2026
59.37Balanced Accuracy
13
Jul 7, 2026
95.85Balanced Accuracy
13
Mar 6, 2026
56.95Binary Accuracy
13
Mar 6, 2026