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AffectNet

Benchmarks

Task NameDataset NameSOTA ResultTrend
Facial Expression RecognitionAffectNet 7-way (test)
Accuracy72.93
91
Facial Expression RecognitionAffectNet 8-way (test)
Accuracy64.4
65
Facial Expression RecognitionAffectNet (test)
Accuracy73.68
28
Emotion recognitionAffectNet 7 classes (test val)
Accuracy66.34
25
Facial Expression RecognitionAffectNet
Accuracy63.57
25
Facial Expression RecognitionAffectNet 7 classes
Accuracy65.69
23
Emotion recognitionAffectNet 8 classes (test val)
Accuracy62.42
20
Expression ClassificationAffectNet (val)
Average Accuracy82
20
Facial Expression RecognitionAffectNet 7 cls (val)
Accuracy67.49
15
Expression ClassificationAffectNet (test)
Total Accuracy63.11
13
Facial Emotion RecognitionAffectNet original (val)
Accuracy63.77
12
Facial Expression RecognitionAffectNet 10000 labels
Accuracy60.12
11
Facial Expression RecognitionAffectNet 2000 labels
Accuracy54.91
11
Static Facial Expression RecognitionAffectNet 7-class (test)
Accuracy67.62
10
Emotion RecognitionAffectNet v1 (test)
Valence CCC0.77
9
Expression ClassificationAffectNet 59 (test)
Accuracy69
9
Valence-Arousal EstimationAffectNet 59 (test)
Valence PCC0.78
9
Facial Expression RecognitionAffectNet
mAP0.648
8
Facial Expression RecognitionAffectNet 8 cls (val)
Accuracy63.77
7
Dimensional Facial Expression RecognitionAffectNet
RMSE (V)0.209
7
Valence-Arousal EstimationAffectNet
CCC (Valence)0.61
7
Expression RecognitionAffectNet
F1 Score58
7
Facial expression recognitionAffectNet (val)
Accuracy61.6
6
Compound Emotion GenerationAffectNet Expert User Study
Happy-Disgust Rating3.51
6
Continuous Affect PerceptionAffectNet (test val)
RMSE (Arousal)0.33
6
Showing 25 of 33 rows