3D Face Reconstruction on CACD

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	MiVOLO-V2	3.89	Yes	Beyond Specialization: Assessing the Capabilitie...	2024-03-04	Code
2	ResNet-50-Cross-Entropy	3.96	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
3	ResNet-50-DLDL	3.96	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
4	ResNet-50-DLDL-v2	3.96	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
5	ResNet-50-SORD	3.96	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
6	FaRL+MLP	3.96	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
7	ResNet-50-OR-CNN	4.01	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
8	ResNet-50-Regression	4.06	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
9	ResNet-50-Mean-Variance	4.07	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
10	ResNet-50-Unimodal-Concentrated	4.1	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
11	MWR	4.41	No	Moving Window Regression: A Novel Approach to Or...	2022-03-24	Code
12	RNDF	4.6	No	Facial age estimation by deep residual decision ...	2019-08-28	Code
13	CORAL	5.35	No	Rank consistent ordinal regression for neural ne...	2019-01-20	Code

#1MiVOLO-V2SOTA
3.89
MAE· Extra Data· 2024-03-04
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation Code
#2ResNet-50-Cross-EntropySOTA
3.96
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#3ResNet-50-DLDL
3.96
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#4ResNet-50-DLDL-v2
3.96
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#5ResNet-50-SORD
3.96
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#6FaRL+MLP
3.96
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#7ResNet-50-OR-CNNSOTA
4.01
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#8ResNet-50-RegressionSOTA
4.06
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#9ResNet-50-Mean-VarianceSOTA
4.07
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#10ResNet-50-Unimodal-ConcentratedSOTA
4.1
MAE· Extra Data· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark Code
#11MWRSOTA
4.41
MAE· 2022-03-24
Moving Window Regression: A Novel Approach to Ordinal Regression Code
#12RNDFSOTA
4.6
MAE· 2019-08-28
Facial age estimation by deep residual decision making Code
#13CORALSOTA
5.35
MAE· 2019-01-20
Rank consistent ordinal regression for neural networks with application to age estimation Code