| A Hybrid Transformer-Sequencer approach for Age and Gender classification from in-wild facial images | | 84.91 | ViT-hSeq | 2024-03-19 |
| Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation | ✓ Link | 69.43 | MiVOLO-V2 | 2024-03-04 |
| MiVOLO: Multi-input Transformer for Age and Gender Estimation | ✓ Link | 68.69 | MiVOLO-D1 | 2023-07-10 |
| Fine-Grained Age Estimation in the wild with Attention LSTM Networks | | 67.47 | AL-ResNets-34 + IMDB-WIKI | 2018-05-26 |
| ConvNets with Smooth Adaptive Activation Functions for Regression | | 67.3 | R-SAAFc2 +IMDB-WIKI | 2017-01-01 |
| Age Group and Gender Estimation in the Wild with Deep RoR Architecture | | 66.74 | RoR-34 + IMDB-WIKI | 2017-10-09 |
| Moving Window Regression: A Novel Approach to Ordinal Regression | ✓ Link | 62.6 | MWR | 2022-03-24 |
| Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities | | 61 | UNIORD-ResNet-101 (single crop, pytorch) | 2020-11-15 |
| Generalizing MLPs With Dropouts, Batch Normalization, and Skip Connections | ✓ Link | 60.86 | RetinaFace + ArcFace + MLP + IC + Skip connections | 2021-08-18 |
| Compacting, Picking and Growing for Unforgetting Continual Learning | ✓ Link | 57.66 | CPG (single crop, pytorch) | 2019-10-15 |
| Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning | ✓ Link | 57.3 | PAENet (single crop, tensorflow) | 2019-06-10 |
| Quantifying Facial Age by Posterior of Age Comparisons | ✓ Link | 56.01 | MegaAge | 2017-08-31 |
| Age and Gender Classification using Convolutional Neural Networks | ✓ Link | 50.7 | Levi_Hassner CNN (over-sample, caffe) | 2015-10-26 |
| Age and Gender Classification using Convolutional Neural Networks | ✓ Link | 49.5 | Levi_Hassner CNN (single crop, caffe) | 2015-10-26 |
| Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications | ✓ Link | 44.26 | LMTCNN-2-1 (single crop, tensorflow) | 2018-06-06 |
| Age and Gender Classification using Convolutional Neural Networks | ✓ Link | 44.14 | Levi_Hassner CNN (single crop, tensorflow) | 2015-10-26 |