Uncertainty Estimation on IMDB-WIKI-DIR (test)
3.651NLL (All)VIR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VIR2023.06 | 3.651 | 3.579 | 4.296 | 5.518 | 0.634 | 0.649 | 0.434 | 0.379 | |
| LDS + FDS + DERLabel Distribution Smoothing=true, Feature Distribution Smoothing=true2023.06 | 3.683 | 3.602 | 4.391 | 5.697 | 0.784 | 0.67 | 0.459 | 0.483 | |
| DER2023.06 | 3.85 | 3.699 | 4.997 | 6.638 | 0.813 | 0.802 | 0.65 | 0.541 | |
| Infer Noise2023.06 | 4.231 | 4.078 | 5.326 | 8.292 | 0.732 | 0.728 | 0.561 | 0.478 | |
| Deep Ensemble2023.06 | 5.219 | 4.102 | 7.123 | 8.852 | 0.846 | 0.862 | 0.745 | 0.718 |