Age Estimation on IMDB-WIKI-DIR v1 (test)
11.92bMAE (All)HCA-d
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HCA-dLDS=true, RankSim=true2023.10 | 11.92 | 6.88 | 11.67 | 27.72 | 7.31 | 6.82 | 10.99 | 22.04 | |
| HCA-addLDS=true, RankSim=true2023.10 | 12.15 | 6.77 | 12.09 | 28.8 | 7.26 | 6.72 | 11.39 | 23.48 | |
| HCA-mulLDS=true, RankSim=true2023.10 | 12.24 | 6.69 | 12.69 | 29.01 | 7.22 | 6.63 | 11.84 | 23.22 | |
| CLSLDS=true, RankSim=true2023.10 | 12.33 | 6.7 | 13.16 | 29.1 | 7.25 | 6.63 | 12.26 | 22.77 | |
| RegressionFDS=true, RankSim=true2023.10 | 12.39 | 6.91 | 12.82 | 29.01 | 7.35 | 6.81 | 11.5 | 22.75 | |
| HCA-dLDS=true2023.10 | 12.42 | 7.28 | 12.47 | 28.24 | 7.77 | 7.21 | 12.25 | 22.43 | |
| HCA-addLDS=true2023.10 | 12.64 | 7.15 | 12.83 | 29.47 | 7.66 | 7.09 | 12.2 | 23.31 | |
| Balanced MSE2023.10 | 12.66 | 7.65 | 12.68 | 28.14 | 8.12 | 7.58 | 12.27 | 23.05 | |
| HCA-mulLDS=true2023.10 | 12.68 | 7.18 | 13.03 | 29.42 | 7.7 | 7.11 | 12.35 | 23.34 | |
| HCA-d2023.10 | 12.7 | 7 | 13.18 | 29.94 | 7.54 | 6.91 | 12.69 | 22.96 | |
| RegressionLDS=true, RankSim=true2023.10 | 12.83 | 7 | 13.28 | 30.51 | 7.56 | 6.94 | 12.61 | 23.43 | |
| CLSLDS=true2023.10 | 12.85 | 7.31 | 13.4 | 29.54 | 7.84 | 7.25 | 12.53 | 23.56 | |
| HCA-add2023.10 | 12.86 | 6.98 | 13.15 | 30.8 | 7.53 | 6.9 | 12.7 | 23.53 | |
| HCA-mul2023.10 | 12.89 | 7 | 13.36 | 30.74 | 7.57 | 6.92 | 12.91 | 23.52 | |
| DC-regressionLDS=true2023.10 | 13.04 | 8.11 | 13.62 | 27.82 | 8.62 | 8.04 | 13.5 | 22.04 | |
| RegressionLDS=true2023.10 | 13.37 | 7.55 | 13.96 | 30.92 | 8.11 | 7.47 | 13.41 | 23.5 | |
| CLS2023.10 | 13.58 | 7.13 | 13.95 | 33.21 | 7.75 | 7.04 | 13.6 | 25.17 | |
| Regression2023.10 | 13.92 | 7.32 | 15.93 | 32.78 | 8.06 | 7.23 | 15.12 | 26.33 | |
| DC-regression2023.10 | 14.18 | 7.3 | 16.04 | 34 | 8.05 | 7.18 | 15.4 | 26.48 |