TABLE 2.
Comparison of age estimates on the FG-NET dataset.
| Method | MAE |
| Mean-Variance Loss (Pan et al., 2018) | 4.10 |
| DRFs (Dagher and Barbara, 2021) | 3.85 |
| M-LSDML (Liu et al., 2017) | 3.74 |
| DLDFL (Shen et al., 2019) | 3.71 |
| DFR (Shen et al., 2019) | 3.47 |
| DAG-VGG16 (Taheri and Toygar, 2019) | 3.08 |
| DAG-GoogleNet (Panis et al., 2016) | 3.05 |
| AGEn (Tan et al., 2017) | 2.96 |
| C3AE (Zhang et al., 2019) | 2.95 |
| ADPF (Wang et al., 2022) | 2.86 |
| Swin Transformer (Liu Z. et al., 2021) | 2.69 |
| Anet+Gnet+Rnet (Deng et al., 2021) | 2.59 |
| BridgeNet (Hou et al., 2016) | 2.56 |
| ABC+Swin Transformer (Ours) | 2.52 |
Bold values represent the best data.