Age Prediction on AgeDB-DIR v1 (test)
81.76MSE (All)VIR
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VIRBackbone=ResNet-502023.06 | 81.76 | 70.61 | 91.47 | 142.36 | 6.99 | 6.39 | 7.47 | 9.51 | 4.41 | 4.07 | 5.05 | 6.23 | |
| RankSimBackbone=ResNet-502023.06 | 83.51 | 71.99 | 99.14 | 149.05 | 7.02 | 6.49 | 7.84 | 9.68 | 4.53 | 4.13 | 5.37 | 6.89 | |
| LDS + FDSBackbone=ResNet-502023.06 | 99.46 | 84.1 | 112.2 | 209.27 | 7.55 | 7.01 | 8.24 | 10.79 | 4.72 | 4.36 | 5.45 | 6.79 | |
| VAEBackbone=ResNet-502023.06 | 99.85 | 78.86 | 130.59 | 223.09 | 7.63 | 6.58 | 9.21 | 13.45 | 4.86 | 4.11 | 6.61 | 10.24 | |
| Deep EnsembleBackbone=ResNet-502023.06 | 100.94 | 79.3 | 129.95 | 249.18 | 7.73 | 6.62 | 9.37 | 13.9 | 4.87 | 4.37 | 6.5 | 11.35 | |
| VanillaBackbone=ResNet-502023.06 | 101.6 | 78.4 | 138.52 | 253.74 | 7.77 | 6.62 | 9.55 | 13.67 | 5.05 | 4.23 | 7.01 | 10.75 | |
| FDSBackbone=ResNet-502023.06 | 101.67 | 86.49 | 129.61 | 167.75 | 7.69 | 7.1 | 8.86 | 9.98 | 4.83 | 4.41 | 5.97 | 6.29 | |
| LDSBackbone=ResNet-502023.06 | 102.22 | 83.62 | 128.73 | 204.64 | 7.67 | 6.98 | 8.86 | 10.89 | 4.85 | 4.39 | 5.8 | 7.45 | |
| SQINVBackbone=ResNet-502023.06 | 105.14 | 87.21 | 127.66 | 212.3 | 7.81 | 7.16 | 8.8 | 11.2 | 4.99 | 4.57 | 5.73 | 7.77 | |
| DERBackbone=ResNet-502023.06 | 106.77 | 91.29 | 122.43 | 209.69 | 8.09 | 7.31 | 8.99 | 12.66 | 5.19 | 4.59 | 6.43 | 10.49 | |
| LDS + FDS + DERBackbone=ResNet-502023.06 | 112.62 | 94.21 | 140.03 | 210.72 | 8.18 | 7.44 | 9.52 | 11.45 | 5.3 | 4.75 | 6.74 | 7.68 | |
| SMOTERBackbone=ResNet-502023.06 | 114.34 | 93.35 | 129.89 | 244.57 | 8.16 | 7.39 | 8.65 | 12.28 | 5.21 | 4.65 | 5.69 | 8.49 | |
| SMOGNBackbone=ResNet-502023.06 | 117.29 | 101.36 | 133.86 | 232.9 | 8.26 | 7.64 | 9.01 | 12.09 | 5.36 | 4.9 | 6.19 | 8.44 | |
| Infer NoiseBackbone=ResNet-502023.06 | 119.46 | 95.02 | 149.84 | 266.29 | 8.53 | 7.62 | 9.73 | 13.82 | 5.57 | 4.95 | 6.58 | 10.86 |