EEG Emotion Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
34.34Cohen's Kappa
18
Jun 16, 2026
0.335Cohen's Kappa
18
Jun 16, 2026
45.52Cohen's Kappa
18
Jun 16, 2026
68.4Weighted F1 Score
11
Jun 16, 2026
69.7Weighted F1
11
Jun 16, 2026
66.7Weighted F1
11
Jun 16, 2026
69.4Weighted F1 Score
11
Jun 16, 2026
44.8w-F1
11
Jun 16, 2026
63.7W-F1
11
Jun 16, 2026
61.1w-F1
11
Jun 16, 2026
85Weighted F1 Score
11
Jun 16, 2026