Imbalanced Regression on AgeDB-DIR
6.99MAE (all)VIR
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VIR2023.06 | 6.99 | 6.39 | 7.47 | 9.51 | 4.41 | 4.07 | 5.05 | 6.23 | |
| RANKSIM2023.06 | 7.02 | 6.49 | 7.84 | 9.68 | 4.53 | 4.13 | 5.37 | 6.89 | |
| LDS + FDS2023.06 | 7.55 | 7.01 | 8.24 | 10.79 | 4.72 | 4.36 | 5.45 | 6.79 | |
| VAE2023.06 | 7.63 | 6.58 | 9.21 | 13.45 | 4.86 | 4.11 | 6.61 | 10.24 | |
| LDS2023.06 | 7.67 | 6.98 | 8.86 | 10.89 | 4.85 | 4.39 | 5.8 | 7.45 | |
| FDS2023.06 | 7.69 | 7.1 | 8.86 | 9.98 | 4.83 | 4.41 | 5.97 | 6.29 | |
| DEEP ENS.2023.06 | 7.73 | 6.62 | 9.37 | 13.9 | 4.87 | 4.37 | 6.5 | 11.35 | |
| VANILLA2023.06 | 7.77 | 6.62 | 9.55 | 13.67 | 5.05 | 4.23 | 7.01 | 10.75 | |
| SQINV2023.06 | 7.81 | 7.16 | 8.8 | 11.2 | 4.99 | 4.57 | 5.73 | 7.77 | |
| DER2023.06 | 8.09 | 7.31 | 8.99 | 12.66 | 5.19 | 4.59 | 6.43 | 10.49 | |
| SMOTER2023.06 | 8.16 | 7.39 | 8.65 | 12.28 | 5.21 | 4.65 | 5.69 | 8.49 | |
| LDS + FDS + DER2023.06 | 8.18 | 7.44 | 9.52 | 11.45 | 5.3 | 4.75 | 6.74 | 7.68 | |
| SMOGN2023.06 | 8.26 | 7.64 | 9.01 | 12.09 | 5.36 | 4.9 | 6.19 | 8.44 | |
| INFER NOISE2023.06 | 8.53 | 7.62 | 9.73 | 13.82 | 5.57 | 4.95 | 6.58 | 10.86 |