Age Estimation on IMDB-WIKI-DIR 1.0 (test)
118.94MSE (All)VIR
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VIRBackbone=ResNet-502023.06 | 118.94 | 96.1 | 295.79 | 771.47 | 7.19 | 6.56 | 11.81 | 20.96 | 3.85 | 3.63 | 6.51 | 12.23 | |
| LDS + FDS + DERBackbone=ResNet-502023.06 | 120.86 | 97.75 | 297.64 | 873.1 | 7.24 | 6.64 | 11.87 | 23.44 | 3.93 | 3.69 | 6.64 | 16 | |
| RANKSIMBackbone=ResNet-502023.06 | 125.3 | 102.68 | 299.1 | 777.48 | 7.5 | 6.93 | 12.09 | 21.68 | 4.19 | 3.97 | 6.65 | 13.28 | |
| LDS + FDSBackbone=ResNet-502023.06 | 129.35 | 106.52 | 311.49 | 811.82 | 7.78 | 7.2 | 12.61 | 22.19 | 4.37 | 4.12 | 7.39 | 12.61 | |
| LDSBackbone=ResNet-502023.06 | 131.65 | 109.04 | 298.98 | 829.35 | 7.83 | 7.31 | 12.43 | 22.51 | 4.42 | 4.19 | 7 | 13.94 | |
| FDSBackbone=ResNet-502023.06 | 132.64 | 109.28 | 311.35 | 851.06 | 7.83 | 7.23 | 12.6 | 22.37 | 4.42 | 4.2 | 6.93 | 13.48 | |
| DERBackbone=ResNet-502023.06 | 133.81 | 107.51 | 332.9 | 916.18 | 7.85 | 7.18 | 13.35 | 24.12 | 4.47 | 4.18 | 8.18 | 15.18 | |
| SQINVBackbone=ResNet-502023.06 | 134.36 | 111.23 | 308.63 | 834.08 | 7.87 | 7.24 | 12.44 | 22.76 | 4.47 | 4.22 | 7.25 | 15.1 | |
| SMOGNBackbone=ResNet-502023.06 | 136.09 | 109.15 | 339.09 | 944.2 | 8.03 | 7.3 | 14.02 | 25.93 | 4.63 | 4.3 | 8.74 | 20.12 | |
| VAEBackbone=ResNet-502023.06 | 137.98 | 108.62 | 361.74 | 964.87 | 8.04 | 7.2 | 15.05 | 26.3 | 4.57 | 4.22 | 10.56 | 20.72 | |
| DEEP ENSEMBLEBackbone=ResNet-502023.06 | 138.02 | 108.83 | 365.76 | 962.88 | 8.08 | 7.31 | 15.09 | 26.47 | 4.59 | 4.26 | 10.61 | 21.13 | |
| VANILLABackbone=ResNet-502023.06 | 138.06 | 108.7 | 366.09 | 964.92 | 8.06 | 7.23 | 15.12 | 26.33 | 4.57 | 4.17 | 10.59 | 20.46 | |
| SMOTERBackbone=ResNet-502023.06 | 138.75 | 111.55 | 346.09 | 935.89 | 8.14 | 7.42 | 14.15 | 25.28 | 4.64 | 4.3 | 9.05 | 19.46 | |
| INFER NOISEBackbone=ResNet-502023.06 | 143.62 | 112.26 | 373.19 | 961.97 | 8.11 | 7.36 | 15.23 | 26.29 | 4.68 | 4.33 | 10.65 | 20.31 |