notesum.ai

Published at December 10

FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations

cs.CV

Released Date: December 10, 2024

Authors: Ioannis Sarridis¹, Christos Koutlis¹, Symeon Papadopoulos¹, Christos Diou²

Aff.: ¹Information Technologies Institute, CERTH, Thessaloniki, Greece; ²Department of Informatics and Telematics, Harokopio University, Athens, Greece

Arxiv: http://arxiv.org/pdf/2412.07313v1

Target	Attribute	Ranking Position
Gender	Blond_Hair	3
Gender	Eyeglasses	6
Gender	Smiling	1
Gender	Wearing_Earrings	5
Gender	Wearing_Lipstick	1
Gender	Wearing_Necklace	2
Age	Blond_Hair	2
Age	Eyeglasses	3
Age	Smiling	1
Age	Wearing_Earrings	1
Age	Wearing_Lipstick	1
Age	Wearing_Necklace	1
Mean		2.25