ML Research Wiki / Benchmarks / Age Estimation / AFAD

AFAD

Age Estimation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: MAE

Top Performing Models

Rank Model Paper MAE Date Code
1 FaRL+MLP 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.12 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
2 ResNet-50-Cross-Entropy 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.14 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
3 ResNet-50-DLDL 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.14 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
4 ResNet-50-SORD 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.14 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
5 ResNet-50-DLDL-v2 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.15 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
6 ResNet-50-OR-CNN 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.16 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
7 ResNet-50-Mean-Variance 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.16 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
8 ResNet-50-Regression 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.17 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
9 ResNet-50-Unimodal-Concentrated 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 3.20 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
10 CORAL Rank consistent ordinal regression for neural networks with application to age estimation 3.48 2019-01-20 📦 Raschka-research-group/coral-cnn 📦 ck37/coral-ordinal 📦 axeber01/dold 📦 mshehrozsajjad/Age-Classification

All Papers (10)

paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
paplhjak/facial-age-estimation-benchmark
Raschka-research-group/coral-cnn ck37/coral-ordinal