A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark

10 July 2023

Papers citing "A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark"

10 / 10 papers shown

Title
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 74 13 0 19 Mar 2024
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation Maksim Kuprashevich Grigorii Alekseenko Irina Tolstykh ELM 88 4 0 04 Mar 2024
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 139 3,438 0 16 Oct 2022
Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression Qiang Li Jingjing Wang Zhaoliang Yao Yachun Li Pengju Yang Jingwei Yan Chunmao Wang Shi Pu 29 29 0 01 Apr 2022
Moving Window Regression: A Novel Approach to Ordinal Regression Nyeong-Ho Shin Seon-Ho Lee ChangHwan Kim 49 61 0 24 Mar 2022
General Facial Representation Learning in a Visual-Linguistic Manner Yinglin Zheng Hao Yang Ting Zhang Jianmin Bao Dongdong Chen Yangyu Huang Lu Yuan Dong Chen Ming Zeng Fang Wen CVBM 169 168 0 06 Dec 2021
RoI Tanh-polar Transformer Network for Face Parsing in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM ViT 42 50 0 04 Feb 2021
Deep Ordinal Regression with Label Diversity Axel Berg Magnus Oskarsson Mark O'Connor 57 51 0 29 Jun 2020
Rank consistent ordinal regression for neural networks with application to age estimation Wenzhi Cao Vahid Mirjalili S. Raschka 54 209 0 20 Jan 2019
Quantifying Facial Age by Posterior of Age Comparisons Yunxuan Zhang Li Liu Cheng Li Chen Change Loy CVBM 42 77 0 31 Aug 2017