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 201–250 of 254 papers

Title	Date	Tasks	Status
The development of blockchain technology	Dec 15, 2019	Age Estimation	—Unverified
Brain Age Estimation Using LSTM on Children's Brain MRI	Feb 20, 2020	Age Estimation	—Unverified
Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)	Dec 26, 2024	Age EstimationOutlier Detection	—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
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
Competing Ratio Loss for Discriminative Multi-class Image Classification	Jul 31, 2019	Age EstimationClassification	—Unverified
Computationally Efficient Wasserstein Loss for Structured Labels	Mar 1, 2021	Age EstimationEmotion Recognition	—Unverified
Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network	Jun 21, 2023	Age EstimationComputed Tomography (CT)	—Unverified
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition	Jun 7, 2021	Active LearningAge Estimation	—Unverified
Convolutional Neural Network-Based Age Estimation Using B-Mode Ultrasound Tongue Image	Jan 27, 2021	Age EstimationLanguage Acquisition	—Unverified
Cumulative Attribute Space for Age and Crowd Density Estimation	Jun 1, 2013	Age EstimationAttribute	—Unverified
CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation	Dec 4, 2023	Age EstimationImage-text matching	—Unverified
Data-Driven Meta-Analysis and Public-Dataset Evaluation for Sensor-Based Gait Age Estimation	Jul 15, 2025	Age EstimationSensor Fusion	—Unverified
Dating historical color images	Oct 7, 2012	Age Estimation	—Unverified
Deep Appearance Models: A Deep Boltzmann Machine Approach for Face Modeling	Jul 23, 2016	Age EstimationSuper-Resolution	—Unverified
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation	Jun 1, 2018	Age Estimation	—Unverified
Deep Differentiable Random Forests for Age Estimation	Jul 23, 2019	Age Estimationregression	—Unverified
Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks	Aug 10, 2016	Age EstimationFace Alignment	—Unverified
Deep Imbalanced Regression via Hierarchical Classification Adjustment	Oct 26, 2023	Age EstimationClassification	—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 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
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
DiffClean: Diffusion-based Makeup Removal for Accurate Age Estimation	Jul 17, 2025	Age EstimationFace Verification	—Unverified
Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation	Mar 2, 2024	Age EstimationDisentanglement	—Unverified
Efficacy of Transformer Networks for Classification of Raw EEG Data	Feb 8, 2022	Age ClassificationAge Estimation	—Unverified
Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision	Jul 2, 2018	Age EstimationGeneral Classification	—Unverified
End-to-End Speaker Height and age estimation using Attention Mechanism with LSTM-RNN	Jan 13, 2021	Age EstimationMulti-Task Learning	—Unverified
Enhancing Brain Age Estimation with a Multimodal 3D CNN Approach Combining Structural MRI and AI-Synthesized Cerebral Blood Volume Data	Dec 1, 2024	Age Estimation	—Unverified
Estimating brain age based on a healthy population with deep learning and structural MRI	Jul 1, 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
FaceFilterSense: A Filter-Resistant Face Recognition and Facial Attribute Analysis Framework	Apr 12, 2024	Age EstimationAttribute	—Unverified
Face Image Analysis using AAM, Gabor, LBP and WD features for Gender, Age, Expression and Ethnicity Classification	Mar 29, 2016	Age EstimationGeneral Classification	—Unverified
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning	Apr 9, 2025	Action Unit DetectionAge Estimation	—Unverified
FaceSkin: A Privacy Preserving Facial skin patch Dataset for multi Attributes classification	Aug 9, 2023	Age EstimationAttribute	—Unverified
Facial age estimation using BSIF and LBP	Jan 8, 2016	Age Estimationregression	—Unverified
Facial Aging and Rejuvenation by Conditional Multi-Adversarial Autoencoder with Ordinal Regression	Apr 8, 2018	Age EstimationGenerative Adversarial Network	—Unverified
Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation?	Nov 29, 2017	Age EstimationGender Classification	—Unverified
Facial Information Analysis Technology for Gender and Age Estimation	Nov 17, 2021	Age EstimationClassification	—Unverified
Fine-Grained Age Estimation in the wild with Attention LSTM Networks	May 26, 2018	Age And Gender ClassificationAge 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