EEG emotion recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96.55Accuracy
74
Jul 7, 2026
90.92Accuracy
34
Mar 13, 2026
79.3Accuracy
28
Feb 26, 2026
97.42Accuracy
25
Mar 13, 2026
94.03Accuracy (All Bands Mean)
19
Mar 16, 2026
28.56Accuracy
18
Feb 26, 2026
78.34Accuracy
15
Feb 26, 2026
90.1Accuracy
14
Feb 26, 2026
0.744Accuracy
13
Feb 26, 2026
97.96Accuracy
12
Jul 7, 2026
40.34Accuracy
12
Feb 26, 2026
60.66Balanced Accuracy
11
May 27, 2026
51.12Accuracy
9
Feb 26, 2026
61.3Accuracy
9
Feb 26, 2026
84.57Accuracy
9
Feb 26, 2026
99.49Valence Score
5
Feb 26, 2026