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SotA/Computer Vision/Facial Expression Recognition (FER)

Facial Expression Recognition (FER)

35 benchmarks492 papers

Facial Expression Recognition (FER) is a computer vision task aimed at identifying and categorizing emotional expressions depicted on a human face. The goal is to automate the process of determining emotions in real-time, by analyzing the various features of a face such as eyebrows, eyes, mouth, and other features, and mapping them to a set of emotions such as anger, fear, surprise, sadness and happiness.

<span style="color:grey; opacity: 0.6">( Image credit: DeXpression )</span>

Benchmarks

Facial Expression Recognition (FER) on AffectNet

Accuracy (8 emotion)Accuracy (7 emotion)

Facial Expression Recognition (FER) on RAF-DB

Overall AccuracyAvg. Accuracy

Facial Expression Recognition (FER) on FER2013

Accuracy

Facial Expression Recognition (FER) on FER+

Accuracy

Facial Expression Recognition (FER) on CK+

Accuracy (7 emotion)Accuracy (8 emotion)Accuracy (6 emotion)

Facial Expression Recognition (FER) on FERPlus

Accuracy(pretrained)

Facial Expression Recognition (FER) on JAFFE

Accuracy

Facial Expression Recognition (FER) on SFEW

Accuracy

Facial Expression Recognition (FER) on BP4D

ICC

Facial Expression Recognition (FER) on DISFA

ICCAccuracy

Facial Expression Recognition (FER) on FERG

Accuracy

Facial Expression Recognition (FER) on Oulu-CASIA

Accuracy (10-fold)

Facial Expression Recognition (FER) on !(()&&!|*|*|

0L

Facial Expression Recognition (FER) on 2017_test set

14 gestures accuracy

Facial Expression Recognition (FER) on Acted Facial Expressions In The Wild (AFEW)

Accuracy(on validation set)

Facial Expression Recognition (FER) on Aff-Wild2

AccuracyUAR

Facial Expression Recognition (FER) on CAER

Accuracy

Facial Expression Recognition (FER) on CASME II

UF1UAR

Facial Expression Recognition (FER) on CREMA-D

UAR

Facial Expression Recognition (FER) on ExpW

Accuracy

Facial Expression Recognition (FER) on MMI

Accuracy

Facial Expression Recognition (FER) on RAVDESS

UAR

Facial Expression Recognition (FER) on RaFD

Accuracy

Facial Expression Recognition (FER) on SAVEE

UAR

Facial Expression Recognition (FER) on Static Facial Expressions in the Wild

Accuracy

Facial Expression Recognition (FER) on Cohn-Kanade

Accuracy

Facial Expression Recognition (FER) on Real-World Affective Faces

Accuracy

Facial Expression Recognition (FER) on ^(#$!@#$)(()))******

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