AffectNet
Benchmarks
TaskDatasetSOTA resultTrendResults
AffectNet 7-way (test)
72.93Accuracy
91
AffectNet 8-way (test)
64.4Accuracy
65
AffectNet 7 classes
68.14Accuracy
63
AffectNet
67.49Accuracy
37
AffectNet-8
64.79Accuracy
35
AffectNet (test)
73.68Accuracy
28
AffectNet 7 classes (test val)
66.34Accuracy
25
AffectNet
72.8Accuracy
20
AffectNet 8 classes (test val)
62.42Accuracy
20
AffectNet (val)
82Average Accuracy
20
AffectNet 7 cls (val)
67.49Accuracy
15
AffectNet (test)
63.11Total Accuracy
13
AffectNet original (val)
63.77Accuracy
12
AffectNet 10000 labels
60.12Accuracy
11
AffectNet 2000 labels
54.91Accuracy
11
AffectNet (val)
61.6Accuracy
10
AffectNet 7-class (test)
67.62Accuracy
10
AffectNet v1 (test)
0.77Valence CCC
9
AffectNet 59 (test)
69Accuracy
9
AffectNet 59 (test)
0.78Valence PCC
9
AffectNet
0.648mAP
8
AffectNet 8 cls (val)
63.77Accuracy
7
AffectNet
0.209RMSE (V)
7
AffectNet
0.61CCC (Valence)
7
AffectNet
58F1 Score
7