SOTAVerified

Age Estimation

Age Estimation is the task of estimating the age of a person from an image some other kind of data.

( Image credit: BridgeNet )

Papers

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Showing 1–10 of 254 papers

TitleStatusHype
DiffClean: Diffusion-based Makeup Removal for Accurate Age Estimation—0
Data-Driven Meta-Analysis and Public-Dataset Evaluation for Sensor-Based Gait Age Estimation—0
Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound ImagesCode0
AGE-US: automated gestational age estimation based on fetal ultrasound images—0
Foundation Artificial Intelligence Models for Health Recognition Using Face Photographs (FAHR-Face)—0
Overcoming Occlusions in the Wild: A Multi-Task Age Head Approach to Age Estimation—0
Underage Detection through a Multi-Task and MultiAge Approach for Screening Minors in Unconstrained Imagery—0
A Manually Annotated Image-Caption Dataset for Detecting Children in the WildCode0
OcularAge: A Comparative Study of Iris and Periocular Images for Pediatric Age Estimation—0
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning—0
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All datasetsUTKFaceCACDMORPH album2 (Caucasian)AFADAgeDBMORPH Album2 (SE)FGNETMORPH Album2ChaLearn 2015mebeblurfChaLearn 2016IMDB-Clean

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CORALMAE2.59—Unverified
2Hierarchical Attention-based Age Estimation (SE)MAE2.53—Unverified
3MegaAge (w. IMDB-WIKI)MAE2.52—Unverified
4DLDL+VGG-Face (KL, Max)3MAE2.42—Unverified
5MWRMAE2—Unverified
6DLDL-v2 (ThinAgeNet)MAE1.97—Unverified
7MataAgeMAE1.81—Unverified
8Hierarchical Attention-based Age Estimation (RS)MAE1.13—Unverified