Emotion Recognition
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
33.56Balanced Accuracy
28
Jun 12, 2026
94.53Accuracy
26
Jun 2, 2026
97.84Valence Accuracy
26
Jul 2, 2026
45.79Accuracy (5-class)
26
Feb 26, 2026
56.17Accuracy (5-Class)
26
Feb 26, 2026
51.88Accuracy (7-Class)
26
Feb 26, 2026
40.84Accuracy (7-Class)
26
Feb 26, 2026
87.96Accuracy
26
May 26, 2026
93.08Accuracy
26
May 7, 2026
66.34Accuracy
25
Feb 26, 2026
49.6Cohen's κ
24
Jun 2, 2026
84.7Accuracy
23
Mar 19, 2026
41.97Accuracy
23
Mar 18, 2026
90.6F1 Weighted
21
Feb 26, 2026
86.7Accuracy (SEED)
20
Jun 2, 2026
69.4Accuracy
20
Jul 9, 2026
97.46Accuracy
20
Feb 26, 2026
62.42Accuracy
20
Feb 26, 2026
55.61UAR
20
Feb 26, 2026
68.11Accuracy
19
Mar 19, 2026
83.61WAR
19
Feb 26, 2026
84F1 Score
19
Feb 26, 2026
54.6Accuracy (7)
19
Feb 26, 2026
59.37Balanced Accuracy
17
Jul 7, 2026
41.13Balanced Accuracy
17
Jun 19, 2026