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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–100 of 254 papers

Title	Date	Tasks	Status
Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)	Dec 26, 2024	Age EstimationOutlier Detection	—Unverified
A Demographic Attribute Guided Approach to Age Estimation	May 20, 2022	Age EstimationAttribute	—Unverified
Brain Structure Ages -- A new biomarker for multi-disease classification	Apr 13, 2023	Age EstimationAnatomy	—Unverified
BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation	Apr 6, 2019	Age EstimationMORPH	—Unverified
An Overview of Two Age Synthesis and Estimation Techniques	Jan 26, 2020	Age EstimationFace Verification	—Unverified
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation	Oct 20, 2020	Age EstimationBenchmarking	—Unverified
CASIA-Face-Africa: A Large-scale African Face Image Database	May 8, 2021	Age EstimationFace Recognition	—Unverified
ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016	Dec 19, 2016	Age EstimationGender Classification	—Unverified
ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities	Mar 5, 2024	Age EstimationFace Recognition	—Unverified
Chronological age estimation of lateral cephalometric radiographs with deep learning	Jan 28, 2021	Age EstimationDeep Learning	—Unverified
Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI	Oct 27, 2019	Age EstimationGeneral Classification	—Unverified
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both?	Jan 23, 2024	Age EstimationLanguage Modeling	—Unverified
Facial Information Analysis Technology for Gender and Age Estimation	Nov 17, 2021	Age EstimationClassification	—Unverified
Facial age estimation using BSIF and LBP	Jan 8, 2016	Age Estimationregression	—Unverified
A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation	Jul 23, 2024	Age EstimationContrastive Learning	—Unverified
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression	Apr 8, 2018	Age EstimationGenerative Adversarial Network	—Unverified
FaceSkin: A Privacy Preserving Facial skin patch Dataset for multi Attributes classification	Aug 9, 2023	Age EstimationAttribute	—Unverified
DiffClean: Diffusion-based Makeup Removal for Accurate Age Estimation	Jul 17, 2025	Age EstimationFace Verification	—Unverified
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning	Apr 9, 2025	Action Unit DetectionAge Estimation	—Unverified
Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation?	Nov 29, 2017	Age EstimationGender Classification	—Unverified
FOSS: Multi-Person Age Estimation with Focusing on Objects and Still Seeing Surroundings	Oct 15, 2020	Age Estimation	—Unverified
AGE-US: automated gestational age estimation based on fetal ultrasound images	Jun 19, 2025	Age Estimation	—Unverified
The development of blockchain technology	Dec 15, 2019	Age Estimation	—Unverified
Estimating sex and age for forensic applications using machine learning based on facial measurements from frontal cephalometric landmarks	Aug 6, 2019	Age Estimation	—Unverified
Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages	Dec 7, 2024	Age EstimationDisentanglement	—Unverified
AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation	Nov 13, 2015	Age EstimationTransfer Learning	—Unverified
Adaptive Variance Based Label Distribution Learning For Facial Age Estimation	Aug 1, 2020	Age EstimationMeta-Learning	—Unverified
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling	Jun 1, 2015	Age EstimationFace Recognition	—Unverified
Bayesian Imbalanced Regression Debiasing	Sep 29, 2021	Age Estimationimbalanced classification	—Unverified
Age Gap Reducer-GAN for Recognizing Age-Separated Faces	Nov 11, 2020	Age EstimationFace Recognition	—Unverified
Deep Imbalanced Regression via Hierarchical Classification Adjustment	Oct 26, 2023	Age EstimationClassification	—Unverified
Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks	Aug 10, 2016	Age EstimationFace Alignment	—Unverified
Deep Differentiable Random Forests for Age Estimation	Jul 23, 2019	Age Estimationregression	—Unverified
Deep Learning based Systems for Crater Detection: A Review	Sep 28, 2023	Age EstimationDeep Learning	—Unverified
Deep Learning for Brain Age Estimation: A Systematic Review	Dec 7, 2022	Age EstimationDeep Learning	—Unverified
Convolutional Ordinal Regression Forest for Image Ordinal Estimation	Aug 7, 2020	Age EstimationBinary Classification	—Unverified
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation	Jun 1, 2018	Age Estimation	—Unverified
Automatic Prediction of Building Age from Photographs	Apr 6, 2018	Age EstimationPrediction	—Unverified
Deep Relation Learning for Regression and Its Application to Brain Age Estimation	Apr 13, 2022	Age Estimationregression	—Unverified
Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition	Jan 1, 2021	Age EstimationClustering	—Unverified
Deep Sequence Learning for Accurate Gestational Age Estimation from a \$25 Doppler Device	Nov 24, 2020	Age EstimationTime Series	—Unverified
Dense CNN Learning with Equivalent Mappings	May 24, 2016	Age EstimationImage Categorization	—Unverified
Estimating brain age based on a healthy population with deep learning and structural MRI	Jul 1, 2019	Age Estimation	—Unverified
Development of deep biological ages aware of morbidity and mortality based on unsupervised and semi-supervised deep learning approaches	Feb 1, 2023	Age EstimationDeep Learning	—Unverified
FaceFilterSense: A Filter-Resistant Face Recognition and Facial Attribute Analysis Framework	Apr 12, 2024	Age EstimationAttribute	—Unverified
Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling	Jul 23, 2016	Age EstimationSuper-Resolution	—Unverified
Brain Age Estimation Using LSTM on Children's Brain MRI	Feb 20, 2020	Age Estimation	—Unverified
A Unified Gender-Aware Age Estimation	Sep 13, 2016	Age Estimation	—Unverified
Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation	Mar 2, 2024	Age EstimationDisentanglement	—Unverified
Dating historical color images	Oct 7, 2012	Age Estimation	—Unverified

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All datasets UTKFace CACD MORPH album2 (Caucasian)AFAD AgeDB MORPH Album2 (SE)FGNET MORPH Album2 ChaLearn 2015 mebeblurf ChaLearn 2016 IMDB-Clean

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CORAL	MAE	5.39	—	Unverified
2	ResNet-50-Regression	MAE	4.72	—	Unverified
3	Randomized Bins	MAE	4.55	—	Unverified
4	ResNet-50-Unimodal-Concentrated	MAE	4.47	—	Unverified
5	ResNet-50-DLDL-v2	MAE	4.42	—	Unverified
6	ResNet-50-Mean-Variance	MAE	4.42	—	Unverified
7	ResNet-50-OR-CNN	MAE	4.4	—	Unverified
8	ResNet-50-DLDL	MAE	4.39	—	Unverified
9	ResNet-50-Cross-Entropy	MAE	4.38	—	Unverified
10	MWR	MAE	4.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CORAL	MAE	5.35	—	Unverified
2	RNDF	MAE	4.6	—	Unverified
3	MWR	MAE	4.41	—	Unverified
4	ResNet-50-Unimodal-Concentrated	MAE	4.1	—	Unverified
5	ResNet-50-Mean-Variance	MAE	4.07	—	Unverified
6	ResNet-50-Regression	MAE	4.06	—	Unverified
7	ResNet-50-OR-CNN	MAE	4.01	—	Unverified
8	ResNet-50-DLDL-v2	MAE	3.96	—	Unverified
9	FaRL+MLP	MAE	3.96	—	Unverified
10	ResNet-50-SORD	MAE	3.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	dLDLF	MAE	3.02	—	Unverified
2	DRFs	MAE	2.91	—	Unverified
3	DEX	MAE	2.68	—	Unverified
4	OL	MAE	2.41	—	Unverified
5	BridgeNet	MAE	2.38	—	Unverified
6	AVDL	MAE	2.37	—	Unverified
7	POE	MAE	2.35	—	Unverified
8	OrdinalCLIP	MAE	2.32	—	Unverified
9	DRC-ORID	MAE	2.26	—	Unverified
10	MetaAge	MAE	2.23	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CORAL	MAE	3.48	—	Unverified
2	ResNet-50-Unimodal-Concentrated	MAE	3.2	—	Unverified
3	ResNet-50-Regression	MAE	3.17	—	Unverified
4	ResNet-50-OR-CNN	MAE	3.16	—	Unverified
5	ResNet-50-Mean-Variance	MAE	3.16	—	Unverified
6	ResNet-50-DLDL-v2	MAE	3.15	—	Unverified
7	ResNet-50-Cross-Entropy	MAE	3.14	—	Unverified
8	ResNet-50-SORD	MAE	3.14	—	Unverified
9	ResNet-50-DLDL	MAE	3.14	—	Unverified
10	FaRL+MLP	MAE	3.12	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ResNet-50-Regression	MAE	6.23	—	Unverified
2	ResNet-50-Unimodal-Concentrated	MAE	5.9	—	Unverified
3	ResNet-50-Mean-Variance	MAE	5.85	—	Unverified
4	ResNet-50-Cross-Entropy	MAE	5.81	—	Unverified
5	ResNet-50-SORD	MAE	5.81	—	Unverified
6	ResNet-50-DLDL	MAE	5.8	—	Unverified
7	ResNet-50-DLDL-v2	MAE	5.8	—	Unverified
8	ResNet-50-OR-CNN	MAE	5.78	—	Unverified
9	FaRL+MLP	MAE	5.64	—	Unverified
10	MiVOLO-D1	MAE	5.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FaRL+MLP	MAE	3.04	—	Unverified
2	ResNet-50-OR-CNN	MAE	2.83	—	Unverified
3	ResNet-50-Regression	MAE	2.83	—	Unverified
4	ResNet-50-Mean-Variance	MAE	2.83	—	Unverified
5	ResNet-50-DLDL-v2	MAE	2.82	—	Unverified
6	ResNet-50-Cross-Entropy	MAE	2.81	—	Unverified
7	ResNet-50-SORD	MAE	2.81	—	Unverified
8	ResNet-50-DLDL	MAE	2.81	—	Unverified
9	ResNet-50-Unimodal-Concentrated	MAE	2.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AEBFI	MAE	52	—	Unverified
2	Zhu et al. (Actual)	MAE	4.58	—	Unverified
3	DRFs	MAE	3.85	—	Unverified
4	CMAAE-OR	MAE	3.62	—	Unverified
5	DEX	MAE	3.09	—	Unverified
6	C3AE (WIKI-IMDB)	MAE	2.95	—	Unverified
7	BridgeNet	MAE	2.56	—	Unverified
8	MWR	MAE	2.23	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CORAL	MAE	2.59	—	Unverified
2	Hierarchical Attention-based Age Estimation (SE)	MAE	2.53	—	Unverified
3	MegaAge (w. IMDB-WIKI)	MAE	2.52	—	Unverified
4	DLDL+VGG-Face (KL, Max)3	MAE	2.42	—	Unverified
5	MWR	MAE	2	—	Unverified
6	DLDL-v2 (ThinAgeNet)	MAE	1.97	—	Unverified
7	MataAge	MAE	1.81	—	Unverified
8	Hierarchical Attention-based Age Estimation (RS)	MAE	1.13	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MWR	MAE	2.95	—	Unverified
2	DLDL+VGG-Face	e-error	0.31	—	Unverified
3	DLDL-v2 (ThinAgeNet)	e-error	0.27	—	Unverified
4	AgeNet	e-error	0.27	—	Unverified
5	DEX	e-error	0.26	—	Unverified
6	BridgeNet	e-error	0.26	—	Unverified
7	MetaAge	e-error	0.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	OrdinalCLIP	Accuracy	61.2	—	Unverified
2	POE	Accuracy	60.5	—	Unverified
3	SORD	Accuracy	59.6	—	Unverified
4	GP-DNNOR	Accuracy	57.4	—	Unverified
5	CNNPOR	Accuracy	57.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FaRL+MLP	MAE	3.38	—	Unverified
2	Mean-Variance	e-error	0.29	—	Unverified
3	DLDL-v2 (ThinAgeNet)	e-error	0.27	—	Unverified
4	MetaAge	e-error	0.27	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FP-Age	Average mean absolute error	4.68	—	Unverified
2	VOLO-D1 age&gender	Average mean absolute error	4.22	—	Unverified
3	MiVOLO-D1	Average mean absolute error	4.09	—	Unverified
4	MiVOLO-V2	Average mean absolute error	3.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MiVOLO-D1	MAE	3.99	—	Unverified
2	MiVOLO-V2	MAE	3.65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FP-Age	Average mean absolute error	6.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CMAAE-OR	MAE	1.48	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Inception Time	Mean absolute error	8.3	—	Unverified