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Age Estimation On Utkface

Metrics

MAE

Results

Performance results of various models on this benchmark

		Paper Title	Repository
CORAL	5.39	Rank consistent ordinal regression for neural networks with application to age 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
Randomized Bins	4.55	Deep Ordinal Regression with Label Diversity
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
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
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
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-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
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
MWR	4.37	Moving Window Regression: A Novel Approach to Ordinal Regression
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
VOLO-D1 age&gender	4.23	MiVOLO: Multi-input Transformer for Age and Gender Estimation
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

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