Asian Face Age Dataset
The Asian Face Age Dataset (AFAD) is a new dataset proposed for evaluating the performance of age estimation, which contains more than 160K facial images and the corresponding age and gender labels. This dataset is oriented to age estimation on Asian faces, so all the facial images are for Asian faces. It is noted that the AFAD is the biggest dataset for age estimation to date. It is well suited to evaluate how deep learning methods can be adopted for age estimation.
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Age Estimation | FaRL+MLP | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-Unimodal-Concentrated | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-Regression | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-OR-CNN | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-Mean-Variance | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-DLDL-v2 | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-Cross-Entropy | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-DLDL | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | ResNet-50-SORD | A Call to Reflect on … | 2023-07-10 |
| Age Estimation | CORAL | Rank consistent ordinal regression for … | 2019-01-20 |
Recent papers with results on this dataset: