Emotion Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
54.32F1 Score
128
Feb 26, 2026
74.02Weighted-F1
61
May 20, 2026
86.8Accuracy
53
Feb 26, 2026
86.73Accuracy
49
Feb 26, 2026
88.64Accuracy
32
Apr 15, 2026
76.48Accuracy
30
Mar 5, 2026
87.68Accuracy
27
Apr 28, 2026
82.39Weighted F1
25
May 20, 2026
80.92Weighted F1
25
May 20, 2026
3.27Delta 1 (Emotion)
24
Feb 26, 2026
55.8Accuracy
23
May 6, 2026
0.429F1 Score
22
Feb 26, 2026
51.38Average Accuracy
20
Feb 26, 2026
0.613Accuracy (B)
19
Feb 26, 2026
77.9F1 (Macro)
18
Feb 26, 2026
85.9Weighted F1
17
Feb 26, 2026
93.75F1 Score
16
Mar 17, 2026
83Micro Precision
15
Apr 23, 2026
70.79Macro-F1
15
Mar 5, 2026
68.74Macro-F1
15
Mar 5, 2026
92.53Arousal Accuracy
14
Jul 2, 2026
79Accuracy
13
Feb 26, 2026
0.6Correlation Coefficient
12
Feb 26, 2026
36Routed Count
11
Jul 2, 2026
75.68UF1
11
Apr 21, 2026