"Official" performance of Affdex?


#1

Hi all,
I would like to know if there is any published (peered review) about Affdex’s performance (detecting emotions, expressions, and AU)?

Currently, I only found published performance of AUs in Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions
However, there were no publications on emotions and expressions detecting performance. The best things I could find are:

  • Reported performance http://discuss.affectiva.com/t/determining-accuracy/48:1 but not peered review
  • A peered review publication on CHI (AFFDEX SDK: A Cross-Platform Real-Time Multi-Face Expression Recognition Toolkit) : but no reported performance
    I wonder if there are some reported performance of detecting emotions and expressions on peered review publications.
    Thank you very much,
    Phuong
    PS: I have posted a similar question in “Emotion AI” but may be it is the wrong location so I make this post. Sorry for the duplication

#2

Some of our accuracy numbers were published in 2016 at ICMI:

http://dl.acm.org/citation.cfm?id=2993192

Some of our prior published papers are on our website:

https://www.affectiva.com/science-resource-type/publication/

Many of which contain accuracy numbers of the models used at the time with this being one of the more recent.

https://www.affectiva.com/science-resource/facial-action-unit-detection-using-active-learning-and-an-efficient-non-linear-kernel-approximation/

We will continue to work on publishing our findings in peer reviewed journals as time permits.


Affdex's performance (peered review)
#3

Thank you very much for your information!
Phuong


#4