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Facial Action Unit Classification on EmotioNet (val)

0.818AUC (AU 1)VGG-Face descriptor
0.648480.692490.73650.78051Aug 21, 2018

Evaluation results

MethodLinks
VGG-Face descriptorSupervision Type=Supervised2018.080.8180.830.8350.8180.920.9090.9570.8060.8520.8650.730.849
VGG-11Supervision Type=Supervised, Training Strategy=from scratch2018.080.7470.7720.8580.8370.9380.8970.9750.7830.8690.9640.8150.86
FAb-NetSupervision Type=Self-supervised, Training Strategy=with curriculum, Source Frames=32018.080.7410.7230.7580.6880.9070.8180.9250.7370.7720.8360.7360.786
FAb-NetSupervision Type=Self-supervised, Training Strategy=with curriculum2018.080.7340.7180.7530.6780.9040.7880.9190.7240.7450.8370.7330.776
FAb-NetSupervision Type=Self-supervised2018.080.720.6890.7320.6940.8820.7860.8950.710.7590.8140.720.764
Gidaris et al.Supervision Type=Self-supervised2018.080.6860.640.7280.70.8390.7810.8380.6840.7260.7310.6720.729
AutoencoderSupervision Type=Self-supervised2018.080.6720.6050.7010.6510.7960.7040.8010.6830.6650.7050.6410.693
SplitBrainSupervision Type=Self-supervised2018.080.6550.5980.6670.6080.7180.6580.7330.6450.5740.6810.6110.65