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Age Estimation On Utkface

Metrics

MAE

Results

Performance results of various models on this benchmark

Model Name	MAE	Paper Title	Repository
ResNet-50-OR-CNN	4.40	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
ResNet-50-Cross-Entropy	4.38	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
ResNet-50-SORD	4.36	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
ResNet-50-DLDL	4.39	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
CORAL	5.39	Rank consistent ordinal regression for neural networks with application to age estimation	-
ResNet-50-DLDL-v2	4.42	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
FaRL+MLP	3.87	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
MiVOLO-D1	3.7	MiVOLO: Multi-input Transformer for Age and Gender Estimation	-
ResNet-50-Regression	4.72	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
MWR	4.37	Moving Window Regression: A Novel Approach to Ordinal Regression	-
ResNet-50-Unimodal-Concentrated	4.47	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-
Randomized Bins	4.55	Deep Ordinal Regression with Label Diversity	-
VOLO-D1 age&gender	4.23	MiVOLO: Multi-input Transformer for Age and Gender Estimation	-
ResNet-50-Mean-Variance	4.42	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark	-

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