Facial Recognition and Modelling on MORPH Album2 (SE)

Metric: MAE (lower is better)

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	ResNet-50-Unimodal-Concentrated	2.78	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
2	ResNet-50-Cross-Entropy	2.81	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
3	ResNet-50-DLDL	2.81	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
4	ResNet-50-SORD	2.81	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
5	ResNet-50-DLDL-v2	2.82	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
6	ResNet-50-OR-CNN	2.83	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
7	ResNet-50-Mean-Variance	2.83	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
8	ResNet-50-Regression	2.83	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code
9	FaRL+MLP	3.04	Yes	A Call to Reflect on Evaluation Practices for Ag...	2023-07-10	Code

#1ResNet-50-Unimodal-ConcentratedSOTA
2.78
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
2.81
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
2.81
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
2.81
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
2.82
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
2.83
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
2.83
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-Regression
2.83
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
#9FaRL+MLPSOTA
3.04
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