RAVDESS
Benchmarks
TaskDatasetSOTA resultTrendResults
RAVDESS (cross-identity)
1.885FAD
64
RAVDESS intra-identity 1.0
0.833FAD
56
RAVDESS
70Realism
48
RAVDESS
72Accuracy
46
RAVDESS
92.58Unweighted Accuracy
43
RAVDESS (test)
0.974Accuracy
29
RAVDESS
72.85Base Accuracy
27
RAVDESS 42 (test)
30.772PSNR
24
RAVDESS (val)
97.46Accuracy
20
RAVDESS 7-class
83.61WAR
19
Ravdess 19 (test)
44.04Accuracy
19
RAVDESS (Evaluation)
83AUC (%)
12
RAVDESS 8 classes (test)
84.72Weighted Accuracy
12
RAVDESS In-Domain v1 (test)
85.74Accuracy
12
RAVDESS
81.58Accuracy (AV)
12
RAVDESS Song
85.8Weighted Accuracy
11
RAVDESS
48Response Appropriateness
9
RAVDESS (6-fold cross-val)
74.86Accuracy
9
RAVDESS four-class subset n=672
71Accuracy
8
RAVDESS
82.78Accuracy
8
RAVDESS
76.06Accuracy
8
RAVDESS
4.602IQA Score
8
RAVDESS (6-fold subject-independent cross-validation)
93.4Weighted Accuracy (WA)
8
RAVDESS (speaker-independent)
82.29UAR
8
RAVDESS
87.99WAR
8