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Age Estimation On Utkface

Metrics

MAE

Results

Performance results of various models on this benchmark

Paper TitleRepository
CORAL5.39Rank consistent ordinal regression for neural networks with application to age estimation
ResNet-50-Regression4.72A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Randomized Bins4.55Deep Ordinal Regression with Label Diversity
ResNet-50-Unimodal-Concentrated4.47A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
ResNet-50-DLDL-v24.42A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
ResNet-50-Mean-Variance4.42A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
ResNet-50-OR-CNN4.40A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
ResNet-50-DLDL4.39A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
ResNet-50-Cross-Entropy4.38A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
MWR4.37Moving Window Regression: A Novel Approach to Ordinal Regression
ResNet-50-SORD4.36A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
VOLO-D1 age&gender4.23MiVOLO: Multi-input Transformer for Age and Gender Estimation
FaRL+MLP3.87A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
MiVOLO-D13.7MiVOLO: Multi-input Transformer for Age and Gender Estimation
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Age Estimation On Utkface | SOTA | HyperAI