ML Research Wiki / Benchmarks / Age Estimation / AgeDB

AgeDB

Age Estimation Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: MAE

Top Performing Models

Rank Model Paper MAE Date Code
1 MiVOLO-D1 📚 MiVOLO: Multi-input Transformer for Age and Gender Estimation 5.55 2023-07-10 📦 wildchlamydia/mivolo 📦 DILiS-lab/drivers-of-predictive-aleatoric-uncertainty
2 FaRL+MLP 📚 A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 5.64 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
3 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 5.78 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
4 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 5.80 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 5.80 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
6 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 5.81 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
7 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 5.81 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
8 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 5.85 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 5.90 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark
10 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 6.23 2023-07-10 📦 paplhjak/facial-age-estimation-benchmark

All Papers (10)

wildchlamydia/mivolo DILiS-lab/drivers-of-predictive-aleatoric-uncertainty
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