Motor Imagery Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
64.57Balanced Accuracy
27
Mar 18, 2026
64Balanced Accuracy
26
Jun 23, 2026
64.31Balanced Accuracy
22
Jul 7, 2026
64.03Balanced Accuracy
22
Mar 24, 2026
0Accuracy drop
18
Jul 9, 2026
64.72Accuracy
16
Mar 4, 2026
80.83Average Accuracy
15
Feb 26, 2026
66.74Balanced Accuracy
12
Jul 7, 2026
61.74Balanced Accuracy
12
Jul 7, 2026
66.18Balanced Accuracy
12
Jul 7, 2026
92.9Balanced Accuracy
12
Jul 7, 2026
67.8Balanced Accuracy
12
Jul 7, 2026
80.3Balanced Accuracy
12
Jul 7, 2026
68.23Accuracy
11
May 12, 2026
72.75Accuracy
11
Apr 21, 2026
66.56Accuracy
11
Apr 21, 2026
64.17Balanced Accuracy
9
May 13, 2026
52Accuracy
9
Apr 20, 2026
0.765Accuracy
8
Feb 26, 2026
79.55Accuracy
6
May 26, 2026
68.26Accuracy
6
May 26, 2026
75.27Accuracy
6
May 26, 2026
51.7F1 Score
6
Apr 27, 2026
59.81Balanced Accuracy
6
Mar 6, 2026
62.53Balanced Accuracy
6
Mar 6, 2026