felixleungsc/paperswithcode-data-evaluation-tables

task_path stringlengths 3 199 ⌀	dataset stringlengths 1 128 ⌀	model_name stringlengths 1 223 ⌀	paper_url stringlengths 21 601 ⌀	metric_name stringlengths 1 50 ⌀	metric_value stringlengths 1 9.22k ⌀
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-OR-CNN	https://arxiv.org/abs/2307.04570v3	MAE	3.16
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-Mean-Variance	https://arxiv.org/abs/2307.04570v3	MAE	3.16
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-DLDL-v2	https://arxiv.org/abs/2307.04570v3	MAE	3.15
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-Cross-Entropy	https://arxiv.org/abs/2307.04570v3	MAE	3.14
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-DLDL	https://arxiv.org/abs/2307.04570v3	MAE	3.14
Facial Recognition and Modelling > Age Estimation	AFAD	ResNet-50-SORD	https://arxiv.org/abs/2307.04570v3	MAE	3.14
Facial Recognition and Modelling > Age Estimation	AFAD	FaRL+MLP	https://arxiv.org/abs/2307.04570v3	MAE	3.12
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	MetaAge	https://arxiv.org/abs/2207.05288v1	MAE	3.49
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	MetaAge	https://arxiv.org/abs/2207.05288v1	e-error	0.2651
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	DLDL-v2 (ThinAgeNet)	https://arxiv.org/abs/2007.01771v2	MAE	3.452
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	DLDL-v2 (ThinAgeNet)	https://arxiv.org/abs/2007.01771v2	e-error	0.267
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	Mean-Variance	http://openaccess.thecvf.com/content_cvpr_2018/html/Pan_Mean-Variance_Loss_for_CVPR_2018_paper.html	e-error	0.2867
Facial Recognition and Modelling > Age Estimation	ChaLearn 2016	FaRL+MLP	https://arxiv.org/abs/2307.04570v3	MAE	3.38
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	MetaAge	https://arxiv.org/abs/2207.05288v1	MAE	2.83
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	MetaAge	https://arxiv.org/abs/2207.05288v1	e-error	0.250651
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	BridgeNet	http://arxiv.org/abs/1904.03358v1	MAE	2.87
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	BridgeNet	http://arxiv.org/abs/1904.03358v1	e-error	0.255140
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	DEX	https://link.springer.com/article/10.1007/s11263-016-0940-3	e-error	0.264975
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	AgeNet	https://openaccess.thecvf.com/content_iccv_2015_workshops/w11/papers/Liu_AgeNet_Deeply_Learned_ICCV_2015_paper.pdf	e-error	0.270685
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	DLDL-v2 (ThinAgeNet)	https://arxiv.org/abs/2007.01771v2	MAE	3.135
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	DLDL-v2 (ThinAgeNet)	https://arxiv.org/abs/2007.01771v2	e-error	0.272
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	DLDL+VGG-Face	http://arxiv.org/abs/1611.01731v2	MAE	3.51
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	DLDL+VGG-Face	http://arxiv.org/abs/1611.01731v2	e-error	0.31
Facial Recognition and Modelling > Age Estimation	ChaLearn 2015	MWR	https://arxiv.org/abs/2203.13122v1	MAE	2.95
Facial Recognition and Modelling > Age Estimation	IMDB-Clean	MiVOLO-V2	https://arxiv.org/abs/2403.02302v4	Average mean absolute error	3.97
Facial Recognition and Modelling > Age Estimation	IMDB-Clean	MiVOLO-D1	https://arxiv.org/abs/2307.04616v2	Average mean absolute error	4.09
Facial Recognition and Modelling > Age Estimation	IMDB-Clean	VOLO-D1 age&gender	https://arxiv.org/abs/2307.04616v2	Average mean absolute error	4.22
Facial Recognition and Modelling > Age Estimation	IMDB-Clean	FP-Age	https://arxiv.org/abs/2106.11145v2	Average mean absolute error	4.68
Facial Recognition and Modelling > Age Estimation	PhysioNet Challenge 2021	Inception Time	https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3	Mean absolute error	8.3
Facial Recognition and Modelling > Age Estimation	PhysioNet Challenge 2021	Inception Time	https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3	Mean Squared Error	111
Facial Recognition and Modelling > Age Estimation	PhysioNet Challenge 2021	Inception Time	https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3	Mean Squared Error (cross-val)	117.5±2.7
Facial Recognition and Modelling > Age Estimation	PhysioNet Challenge 2021	Inception Time	https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3	Mean Absolute Error (cross-val)	7.90±0.04
Facial Recognition and Modelling > Age Estimation	mebeblurf	OrdinalCLIP	https://arxiv.org/abs/2206.02338v2	MAE	0.47
Facial Recognition and Modelling > Age Estimation	mebeblurf	OrdinalCLIP	https://arxiv.org/abs/2206.02338v2	Accuracy	61.2
Facial Recognition and Modelling > Age Estimation	mebeblurf	POE	https://arxiv.org/abs/2103.13629v1	MAE	0.47
Facial Recognition and Modelling > Age Estimation	mebeblurf	POE	https://arxiv.org/abs/2103.13629v1	Accuracy	60.5
Facial Recognition and Modelling > Age Estimation	mebeblurf	SORD	http://openaccess.thecvf.com/content_CVPR_2019/html/Diaz_Soft_Labels_for_Ordinal_Regression_CVPR_2019_paper.html	MAE	0.49
Facial Recognition and Modelling > Age Estimation	mebeblurf	SORD	http://openaccess.thecvf.com/content_CVPR_2019/html/Diaz_Soft_Labels_for_Ordinal_Regression_CVPR_2019_paper.html	Accuracy	59.6
Facial Recognition and Modelling > Age Estimation	mebeblurf	GP-DNNOR	http://openaccess.thecvf.com/content_ICCV_2019/html/Liu_Probabilistic_Deep_Ordinal_Regression_Based_on_Gaussian_Processes_ICCV_2019_paper.html	MAE	0.54
Facial Recognition and Modelling > Age Estimation	mebeblurf	GP-DNNOR	http://openaccess.thecvf.com/content_ICCV_2019/html/Liu_Probabilistic_Deep_Ordinal_Regression_Based_on_Gaussian_Processes_ICCV_2019_paper.html	Accuracy	57.4
Facial Recognition and Modelling > Age Estimation	mebeblurf	CNNPOR	http://openaccess.thecvf.com/content_cvpr_2018/html/Liu_A_Constrained_Deep_CVPR_2018_paper.html	MAE	0.55
Facial Recognition and Modelling > Age Estimation	mebeblurf	CNNPOR	http://openaccess.thecvf.com/content_cvpr_2018/html/Liu_A_Constrained_Deep_CVPR_2018_paper.html	Accuracy	57.4
Facial Recognition and Modelling > Age Estimation	UTKFace	MiVOLO-D1	https://arxiv.org/abs/2307.04616v2	MAE	3.7
Facial Recognition and Modelling > Age Estimation	UTKFace	FaRL+MLP	https://arxiv.org/abs/2307.04570v3	MAE	3.87
Facial Recognition and Modelling > Age Estimation	UTKFace	VOLO-D1 age&gender	https://arxiv.org/abs/2307.04616v2	MAE	4.23
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-SORD	https://arxiv.org/abs/2307.04570v3	MAE	4.36
Facial Recognition and Modelling > Age Estimation	UTKFace	MWR	https://arxiv.org/abs/2203.13122v1	MAE	4.37
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-Cross-Entropy	https://arxiv.org/abs/2307.04570v3	MAE	4.38
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-DLDL	https://arxiv.org/abs/2307.04570v3	MAE	4.39
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-OR-CNN	https://arxiv.org/abs/2307.04570v3	MAE	4.40
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-DLDL-v2	https://arxiv.org/abs/2307.04570v3	MAE	4.42
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-Mean-Variance	https://arxiv.org/abs/2307.04570v3	MAE	4.42
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-Unimodal-Concentrated	https://arxiv.org/abs/2307.04570v3	MAE	4.47
Facial Recognition and Modelling > Age Estimation	UTKFace	Randomized Bins	https://arxiv.org/abs/2006.15864v1	MAE	4.55
Facial Recognition and Modelling > Age Estimation	UTKFace	ResNet-50-Regression	https://arxiv.org/abs/2307.04570v3	MAE	4.72
Facial Recognition and Modelling > Age Estimation	UTKFace	CORAL	https://arxiv.org/abs/1901.07884v7	MAE	5.39
Facial Recognition and Modelling > Age Estimation	KANFace	FP-Age	https://arxiv.org/abs/2106.11145v2	Average mean absolute error	6.81
Facial Recognition and Modelling > Age Estimation	FGNET	MWR	https://arxiv.org/abs/2203.13122v1	MAE	2.23
Facial Recognition and Modelling > Age Estimation	FGNET	BridgeNet	http://arxiv.org/abs/1904.03358v1	MAE	2.56
Facial Recognition and Modelling > Age Estimation	FGNET	C3AE (WIKI-IMDB)	http://arxiv.org/abs/1904.05059v2	MAE	2.95
Facial Recognition and Modelling > Age Estimation	FGNET	DEX	https://link.springer.com/article/10.1007/s11263-016-0940-3	MAE	3.09
Facial Recognition and Modelling > Age Estimation	FGNET	CMAAE-OR	http://arxiv.org/abs/1804.02740v1	MAE	3.62
Facial Recognition and Modelling > Age Estimation	FGNET	DRFs	http://arxiv.org/abs/1712.07195v1	MAE	3.85
Facial Recognition and Modelling > Age Estimation	FGNET	Zhu et al. (Actual)	http://arxiv.org/abs/1804.02740v1	MAE	4.58
Facial Recognition and Modelling > Age Estimation	FGNET	AEBFI	http://arxiv.org/abs/1904.05059v2	MAE	52
Facial Recognition and Modelling > Age Estimation	MORPH	CMAAE-OR	http://arxiv.org/abs/1804.02740v1	MAE	1.48
Facial Recognition and Modelling > Age Estimation	CACD	MiVOLO-V2	https://arxiv.org/abs/2403.02302v4	MAE	3.89
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-Cross-Entropy	https://arxiv.org/abs/2307.04570v3	MAE	3.96
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-DLDL	https://arxiv.org/abs/2307.04570v3	MAE	3.96
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-DLDL-v2	https://arxiv.org/abs/2307.04570v3	MAE	3.96
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-SORD	https://arxiv.org/abs/2307.04570v3	MAE	3.96
Facial Recognition and Modelling > Age Estimation	CACD	FaRL+MLP	https://arxiv.org/abs/2307.04570v3	MAE	3.96
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-OR-CNN	https://arxiv.org/abs/2307.04570v3	MAE	4.01
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-Regression	https://arxiv.org/abs/2307.04570v3	MAE	4.06
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-Mean-Variance	https://arxiv.org/abs/2307.04570v3	MAE	4.07
Facial Recognition and Modelling > Age Estimation	CACD	ResNet-50-Unimodal-Concentrated	https://arxiv.org/abs/2307.04570v3	MAE	4.10
Facial Recognition and Modelling > Age Estimation	CACD	MWR	https://arxiv.org/abs/2203.13122v1	MAE	4.41
Facial Recognition and Modelling > Age Estimation	CACD	RNDF	https://arxiv.org/abs/1908.10737v1	MAE	4.60
Facial Recognition and Modelling > Age Estimation	CACD	CORAL	https://arxiv.org/abs/1901.07884v7	MAE	5.35
Facial Recognition and Modelling > Age Estimation	MORPH Album2	Hierarchical Attention-based Age Estimation (RS)	https://arxiv.org/abs/2103.09882v2	MAE	1.13
Facial Recognition and Modelling > Age Estimation	MORPH Album2	MataAge	https://arxiv.org/abs/2207.05288v1	MAE	1.81
Facial Recognition and Modelling > Age Estimation	MORPH Album2	DLDL-v2 (ThinAgeNet)	https://arxiv.org/abs/2007.01771v2	MAE	1.969
Facial Recognition and Modelling > Age Estimation	MORPH Album2	MWR	https://arxiv.org/abs/2203.13122v1	MAE	2.00
Facial Recognition and Modelling > Age Estimation	MORPH Album2	MWR	https://arxiv.org/abs/2203.13122v1	CS	95.0
Facial Recognition and Modelling > Age Estimation	MORPH Album2	DLDL+VGG-Face	http://arxiv.org/abs/1611.01731v2	MAE	2.42±0.01
Facial Recognition and Modelling > Age Estimation	MORPH Album2	DLDL+VGG-Face (KL, Max)3	http://arxiv.org/abs/1611.01731v2	MAE	2.42
Facial Recognition and Modelling > Age Estimation	MORPH Album2	MegaAge (w. IMDB-WIKI)	http://arxiv.org/abs/1708.09687v2	MAE	2.52
Facial Recognition and Modelling > Age Estimation	MORPH Album2	Hierarchical Attention-based Age Estimation (SE)	https://arxiv.org/abs/2103.09882v2	MAE	2.53
Facial Recognition and Modelling > Age Estimation	MORPH Album2	CORAL	https://arxiv.org/abs/1901.07884v7	MAE	2.59
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-Unimodal-Concentrated	https://arxiv.org/abs/2307.04570v3	MAE	2.78
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-Cross-Entropy	https://arxiv.org/abs/2307.04570v3	MAE	2.81
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-DLDL	https://arxiv.org/abs/2307.04570v3	MAE	2.81
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-SORD	https://arxiv.org/abs/2307.04570v3	MAE	2.81
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-DLDL-v2	https://arxiv.org/abs/2307.04570v3	MAE	2.82
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-OR-CNN	https://arxiv.org/abs/2307.04570v3	MAE	2.83
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-Mean-Variance	https://arxiv.org/abs/2307.04570v3	MAE	2.83
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	ResNet-50-Regression	https://arxiv.org/abs/2307.04570v3	MAE	2.83
Facial Recognition and Modelling > Age Estimation	MORPH Album2 (SE)	FaRL+MLP	https://arxiv.org/abs/2307.04570v3	MAE	3.04
Facial Recognition and Modelling > Age Estimation > Few-shot Age Estimation	MORPH Album2	OrdinalCLIP	https://arxiv.org/abs/2206.02338v2	MAE	4.94
Facial Recognition and Modelling > Age Estimation > Few-shot Age Estimation	MORPH Album2	OrdinalCLIP	https://arxiv.org/abs/2206.02338v2	MAE (2 shot)	4.36

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-OR-CNN

https://arxiv.org/abs/2307.04570v3

MAE

3.16

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-Mean-Variance

https://arxiv.org/abs/2307.04570v3

MAE

3.16

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-DLDL-v2

https://arxiv.org/abs/2307.04570v3

MAE

3.15

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-Cross-Entropy

https://arxiv.org/abs/2307.04570v3

MAE

3.14

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-DLDL

https://arxiv.org/abs/2307.04570v3

MAE

3.14

Facial Recognition and Modelling > Age Estimation

AFAD

ResNet-50-SORD

https://arxiv.org/abs/2307.04570v3

MAE

3.14

Facial Recognition and Modelling > Age Estimation

AFAD

FaRL+MLP

https://arxiv.org/abs/2307.04570v3

MAE

3.12

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

MetaAge

https://arxiv.org/abs/2207.05288v1

MAE

3.49

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

MetaAge

https://arxiv.org/abs/2207.05288v1

e-error

0.2651

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

DLDL-v2 (ThinAgeNet)

https://arxiv.org/abs/2007.01771v2

MAE

3.452

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

DLDL-v2 (ThinAgeNet)

https://arxiv.org/abs/2007.01771v2

e-error

0.267

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

Mean-Variance

http://openaccess.thecvf.com/content_cvpr_2018/html/Pan_Mean-Variance_Loss_for_CVPR_2018_paper.html

e-error

0.2867

Facial Recognition and Modelling > Age Estimation

ChaLearn 2016

FaRL+MLP

https://arxiv.org/abs/2307.04570v3

MAE

3.38

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

MetaAge

https://arxiv.org/abs/2207.05288v1

MAE

2.83

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

MetaAge

https://arxiv.org/abs/2207.05288v1

e-error

0.250651

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

BridgeNet

http://arxiv.org/abs/1904.03358v1

MAE

2.87

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

BridgeNet

http://arxiv.org/abs/1904.03358v1

e-error

0.255140

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

DEX

https://link.springer.com/article/10.1007/s11263-016-0940-3

e-error

0.264975

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

AgeNet

https://openaccess.thecvf.com/content_iccv_2015_workshops/w11/papers/Liu_AgeNet_Deeply_Learned_ICCV_2015_paper.pdf

e-error

0.270685

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

DLDL-v2 (ThinAgeNet)

https://arxiv.org/abs/2007.01771v2

MAE

3.135

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

DLDL-v2 (ThinAgeNet)

https://arxiv.org/abs/2007.01771v2

e-error

0.272

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

DLDL+VGG-Face

http://arxiv.org/abs/1611.01731v2

MAE

3.51

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

DLDL+VGG-Face

http://arxiv.org/abs/1611.01731v2

e-error

0.31

Facial Recognition and Modelling > Age Estimation

ChaLearn 2015

MWR

https://arxiv.org/abs/2203.13122v1

MAE

2.95

Facial Recognition and Modelling > Age Estimation

IMDB-Clean

MiVOLO-V2

https://arxiv.org/abs/2403.02302v4

Average mean absolute error

3.97

Facial Recognition and Modelling > Age Estimation

IMDB-Clean

MiVOLO-D1

https://arxiv.org/abs/2307.04616v2

Average mean absolute error

4.09

Facial Recognition and Modelling > Age Estimation

IMDB-Clean

VOLO-D1 age&gender

https://arxiv.org/abs/2307.04616v2

Average mean absolute error

4.22

Facial Recognition and Modelling > Age Estimation

IMDB-Clean

FP-Age

https://arxiv.org/abs/2106.11145v2

Average mean absolute error

4.68

Facial Recognition and Modelling > Age Estimation

PhysioNet Challenge 2021

Inception Time

https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3

Mean absolute error

8.3

Facial Recognition and Modelling > Age Estimation

PhysioNet Challenge 2021

Inception Time

https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3

Mean Squared Error

111

Facial Recognition and Modelling > Age Estimation

PhysioNet Challenge 2021

Inception Time

https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3

Mean Squared Error (cross-val)

117.5±2.7

Facial Recognition and Modelling > Age Estimation

PhysioNet Challenge 2021

Inception Time

https://www.medrxiv.org/content/10.1101/2022.10.03.22280640v3

Mean Absolute Error (cross-val)

7.90±0.04

Facial Recognition and Modelling > Age Estimation

mebeblurf

OrdinalCLIP

https://arxiv.org/abs/2206.02338v2

MAE

0.47

Facial Recognition and Modelling > Age Estimation

mebeblurf

OrdinalCLIP

https://arxiv.org/abs/2206.02338v2

Accuracy

61.2

Facial Recognition and Modelling > Age Estimation

mebeblurf

POE

https://arxiv.org/abs/2103.13629v1

MAE

0.47

Facial Recognition and Modelling > Age Estimation

mebeblurf

POE

https://arxiv.org/abs/2103.13629v1

Accuracy

60.5

Facial Recognition and Modelling > Age Estimation

mebeblurf

SORD

http://openaccess.thecvf.com/content_CVPR_2019/html/Diaz_Soft_Labels_for_Ordinal_Regression_CVPR_2019_paper.html

MAE

0.49

Facial Recognition and Modelling > Age Estimation

mebeblurf

SORD

http://openaccess.thecvf.com/content_CVPR_2019/html/Diaz_Soft_Labels_for_Ordinal_Regression_CVPR_2019_paper.html

Accuracy

59.6

Facial Recognition and Modelling > Age Estimation

mebeblurf

GP-DNNOR

http://openaccess.thecvf.com/content_ICCV_2019/html/Liu_Probabilistic_Deep_Ordinal_Regression_Based_on_Gaussian_Processes_ICCV_2019_paper.html

MAE

0.54

Facial Recognition and Modelling > Age Estimation

mebeblurf

GP-DNNOR

http://openaccess.thecvf.com/content_ICCV_2019/html/Liu_Probabilistic_Deep_Ordinal_Regression_Based_on_Gaussian_Processes_ICCV_2019_paper.html

Accuracy

57.4

Facial Recognition and Modelling > Age Estimation

mebeblurf

CNNPOR

http://openaccess.thecvf.com/content_cvpr_2018/html/Liu_A_Constrained_Deep_CVPR_2018_paper.html

MAE

0.55

Facial Recognition and Modelling > Age Estimation

mebeblurf

CNNPOR

http://openaccess.thecvf.com/content_cvpr_2018/html/Liu_A_Constrained_Deep_CVPR_2018_paper.html

Accuracy

57.4

Facial Recognition and Modelling > Age Estimation

UTKFace

MiVOLO-D1

https://arxiv.org/abs/2307.04616v2

MAE

3.7

Facial Recognition and Modelling > Age Estimation

UTKFace

FaRL+MLP

https://arxiv.org/abs/2307.04570v3

MAE

3.87

Facial Recognition and Modelling > Age Estimation

UTKFace

VOLO-D1 age&gender

https://arxiv.org/abs/2307.04616v2

MAE

4.23

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-SORD

https://arxiv.org/abs/2307.04570v3

MAE

4.36

Facial Recognition and Modelling > Age Estimation

UTKFace

MWR

https://arxiv.org/abs/2203.13122v1

MAE

4.37

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-Cross-Entropy

https://arxiv.org/abs/2307.04570v3

MAE

4.38

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-DLDL

https://arxiv.org/abs/2307.04570v3

MAE

4.39

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-OR-CNN

https://arxiv.org/abs/2307.04570v3

MAE

4.40

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-DLDL-v2

https://arxiv.org/abs/2307.04570v3

MAE

4.42

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-Mean-Variance

https://arxiv.org/abs/2307.04570v3

MAE

4.42

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-Unimodal-Concentrated

https://arxiv.org/abs/2307.04570v3

MAE

4.47

Facial Recognition and Modelling > Age Estimation

UTKFace

Randomized Bins

https://arxiv.org/abs/2006.15864v1

MAE

4.55

Facial Recognition and Modelling > Age Estimation

UTKFace

ResNet-50-Regression

https://arxiv.org/abs/2307.04570v3

MAE

4.72

Facial Recognition and Modelling > Age Estimation

UTKFace

CORAL

https://arxiv.org/abs/1901.07884v7

MAE

5.39

Facial Recognition and Modelling > Age Estimation

KANFace

FP-Age

https://arxiv.org/abs/2106.11145v2

Average mean absolute error

6.81

Facial Recognition and Modelling > Age Estimation

FGNET

MWR

https://arxiv.org/abs/2203.13122v1

MAE

2.23

Facial Recognition and Modelling > Age Estimation

FGNET

BridgeNet

http://arxiv.org/abs/1904.03358v1

MAE

2.56

Facial Recognition and Modelling > Age Estimation

FGNET

C3AE (WIKI-IMDB)

http://arxiv.org/abs/1904.05059v2

MAE

2.95

Facial Recognition and Modelling > Age Estimation

FGNET

DEX

https://link.springer.com/article/10.1007/s11263-016-0940-3

MAE

3.09

Facial Recognition and Modelling > Age Estimation

FGNET

CMAAE-OR

http://arxiv.org/abs/1804.02740v1

MAE

3.62

Facial Recognition and Modelling > Age Estimation

FGNET

DRFs

http://arxiv.org/abs/1712.07195v1

MAE

3.85

Facial Recognition and Modelling > Age Estimation

FGNET

Zhu et al. (Actual)

http://arxiv.org/abs/1804.02740v1

MAE

4.58

Facial Recognition and Modelling > Age Estimation

FGNET

AEBFI

http://arxiv.org/abs/1904.05059v2

MAE

52

Facial Recognition and Modelling > Age Estimation

MORPH

CMAAE-OR

http://arxiv.org/abs/1804.02740v1

MAE

1.48

Facial Recognition and Modelling > Age Estimation

CACD

MiVOLO-V2

https://arxiv.org/abs/2403.02302v4

MAE

3.89

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-Cross-Entropy

https://arxiv.org/abs/2307.04570v3

MAE

3.96

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-DLDL

https://arxiv.org/abs/2307.04570v3

MAE

3.96

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-DLDL-v2

https://arxiv.org/abs/2307.04570v3

MAE

3.96

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-SORD

https://arxiv.org/abs/2307.04570v3

MAE

3.96

Facial Recognition and Modelling > Age Estimation

CACD

FaRL+MLP

https://arxiv.org/abs/2307.04570v3

MAE

3.96

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-OR-CNN

https://arxiv.org/abs/2307.04570v3

MAE

4.01

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-Regression

https://arxiv.org/abs/2307.04570v3

MAE

4.06

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-Mean-Variance

https://arxiv.org/abs/2307.04570v3

MAE

4.07

Facial Recognition and Modelling > Age Estimation

CACD

ResNet-50-Unimodal-Concentrated

https://arxiv.org/abs/2307.04570v3

MAE

4.10

Facial Recognition and Modelling > Age Estimation

CACD

MWR

https://arxiv.org/abs/2203.13122v1

MAE

4.41

Facial Recognition and Modelling > Age Estimation

CACD

RNDF

https://arxiv.org/abs/1908.10737v1

MAE

4.60

Facial Recognition and Modelling > Age Estimation

CACD

CORAL

https://arxiv.org/abs/1901.07884v7

MAE

5.35

Facial Recognition and Modelling > Age Estimation

MORPH Album2

Hierarchical Attention-based Age Estimation (RS)

https://arxiv.org/abs/2103.09882v2

MAE

1.13

Facial Recognition and Modelling > Age Estimation

MORPH Album2

MataAge

https://arxiv.org/abs/2207.05288v1

MAE

1.81

Facial Recognition and Modelling > Age Estimation

MORPH Album2

DLDL-v2 (ThinAgeNet)

https://arxiv.org/abs/2007.01771v2

MAE

1.969

Facial Recognition and Modelling > Age Estimation

MORPH Album2

MWR

https://arxiv.org/abs/2203.13122v1

MAE

2.00

Facial Recognition and Modelling > Age Estimation

MORPH Album2

MWR

https://arxiv.org/abs/2203.13122v1

CS

95.0

Facial Recognition and Modelling > Age Estimation

MORPH Album2

DLDL+VGG-Face

http://arxiv.org/abs/1611.01731v2

MAE

2.42±0.01

Facial Recognition and Modelling > Age Estimation

MORPH Album2

DLDL+VGG-Face (KL, Max)3

http://arxiv.org/abs/1611.01731v2

MAE

2.42

Facial Recognition and Modelling > Age Estimation

MORPH Album2

MegaAge (w. IMDB-WIKI)

http://arxiv.org/abs/1708.09687v2

MAE

2.52

Facial Recognition and Modelling > Age Estimation

MORPH Album2

Hierarchical Attention-based Age Estimation (SE)

https://arxiv.org/abs/2103.09882v2

MAE

2.53

Facial Recognition and Modelling > Age Estimation

MORPH Album2

CORAL

https://arxiv.org/abs/1901.07884v7

MAE

2.59

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-Unimodal-Concentrated

https://arxiv.org/abs/2307.04570v3

MAE

2.78

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-Cross-Entropy

https://arxiv.org/abs/2307.04570v3

MAE

2.81

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-DLDL

https://arxiv.org/abs/2307.04570v3

MAE

2.81

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-SORD

https://arxiv.org/abs/2307.04570v3

MAE

2.81

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-DLDL-v2

https://arxiv.org/abs/2307.04570v3

MAE

2.82

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-OR-CNN

https://arxiv.org/abs/2307.04570v3

MAE

2.83

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-Mean-Variance

https://arxiv.org/abs/2307.04570v3

MAE

2.83

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

ResNet-50-Regression

https://arxiv.org/abs/2307.04570v3

MAE

2.83

Facial Recognition and Modelling > Age Estimation

MORPH Album2 (SE)

FaRL+MLP

https://arxiv.org/abs/2307.04570v3

MAE

3.04

Facial Recognition and Modelling > Age Estimation > Few-shot Age Estimation

MORPH Album2

OrdinalCLIP

https://arxiv.org/abs/2206.02338v2

MAE

4.94

Facial Recognition and Modelling > Age Estimation > Few-shot Age Estimation

MORPH Album2

OrdinalCLIP

https://arxiv.org/abs/2206.02338v2

MAE (2 shot)

4.36