EEG Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
73.9Balanced Accuracy
12
May 14, 2026
74.3B-Acc
12
May 14, 2026
85.7Balanced Accuracy
12
May 14, 2026
63.19Balanced Accuracy
12
Jun 12, 2026
84.81Accuracy
12
Apr 21, 2026
72.83Accuracy
12
Apr 21, 2026
75.85Accuracy
12
Apr 21, 2026
59.65Accuracy (ACC)
12
Apr 21, 2026
89.33Accuracy (ACC)
12
Apr 21, 2026
63.05Balanced Accuracy
11
Jul 7, 2026
0.748Cohen's Kappa
10
May 1, 2026
76.25Balanced Accuracy
9
Feb 26, 2026
77.37Balanced Accuracy
9
Feb 26, 2026
73.18Balanced Accuracy
9
Feb 26, 2026
83.13B1 Score
9
Feb 26, 2026
43.57Balanced Accuracy
8
May 19, 2026
74.71Balanced Accuracy
8
May 19, 2026
59.11Balanced Accuracy
8
May 19, 2026
82.81Accuracy
8
Apr 8, 2026
74.26Accuracy
8
Apr 8, 2026
81.11Accuracy (ACC)
8
Apr 8, 2026
215-Finger MI Accuracy
8
Mar 18, 2026
97.15Accuracy
8
Feb 26, 2026
0.03Forward Latency (ms)
8
Feb 26, 2026
72.22Accuracy (B)
7
Jun 12, 2026