Metric: Accuracy (5-fold) (higher is better)
| # | Model↕ | Accuracy (5-fold)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ViT-hSeq | 84.91 | No | A Hybrid Transformer-Sequencer approach for Age ... | 2024-03-19 | - |
| 2 | MiVOLO-V2 | 69.43 | Yes | Beyond Specialization: Assessing the Capabilitie... | 2024-03-04 | Code |
| 3 | MiVOLO-D1 | 68.69 | Yes | MiVOLO: Multi-input Transformer for Age and Gend... | 2023-07-10 | Code |
| 4 | AL-ResNets-34 + IMDB-WIKI | 67.47 | Yes | Fine-Grained Age Estimation in the wild with Att... | 2018-05-26 | - |
| 5 | R-SAAFc2 +IMDB-WIKI | 67.3 | Yes | - | - | - |
| 6 | RoR-34 + IMDB-WIKI | 66.74 | Yes | Age Group and Gender Estimation in the Wild with... | 2017-10-09 | - |
| 7 | MWR | 62.6 | No | Moving Window Regression: A Novel Approach to Or... | 2022-03-24 | Code |
| 8 | UNIORD-ResNet-101 (single crop, pytorch) | 61 | No | Deep Ordinal Regression using Optimal Transport ... | 2020-11-15 | - |
| 9 | RetinaFace + ArcFace + MLP + IC + Skip connections | 60.86 | Yes | Generalizing MLPs With Dropouts, Batch Normaliza... | 2021-08-18 | Code |
| 10 | CPG (single crop, pytorch) | 57.66 | Yes | Compacting, Picking and Growing for Unforgetting... | 2019-10-15 | Code |
| 11 | PAENet (single crop, tensorflow) | 57.3 | Yes | - | - | Code |
| 12 | MegaAge | 56.01 | Yes | Quantifying Facial Age by Posterior of Age Compa... | 2017-08-31 | Code |
| 13 | Levi_Hassner CNN (over-sample, caffe) | 50.7 | No | - | - | Code |
| 14 | Levi_Hassner CNN (single crop, caffe) | 49.5 | No | - | - | Code |
| 15 | LMTCNN-2-1 (single crop, tensorflow) | 44.26 | No | Joint Estimation of Age and Gender from Unconstr... | 2018-06-06 | Code |
| 16 | Levi_Hassner CNN (single crop, tensorflow) | 44.14 | No | - | - | Code |