Age Estimation on AFAD

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	FaRL+MLP	3.12	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
2	ResNet-50-Cross-Entropy	3.14	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
3	ResNet-50-DLDL	3.14	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
4	ResNet-50-SORD	3.14	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
5	ResNet-50-DLDL-v2	3.15	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
6	ResNet-50-OR-CNN	3.16	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
7	ResNet-50-Mean-Variance	3.16	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
8	ResNet-50-Regression	3.17	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
9	ResNet-50-Unimodal-Concentrated	3.2	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
10	CORAL	3.48	No	Rank consistent ordinal regression for neural ne...	2019-01-20	Code

#1FaRL+MLPSOTA
3.12
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
#2ResNet-50-Cross-EntropySOTA
3.14
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
3.14
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-SORD
3.14
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-DLDL-v2SOTA
3.15
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
#6ResNet-50-OR-CNNSOTA
3.16
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-Mean-Variance
3.16
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
3.17
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-Unimodal-ConcentratedSOTA
3.2
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
#10CORALSOTA
3.48
MAE· 2019-01-20
Rank consistent ordinal regression for neural networks with application to age estimation Code