Domain Generalization on RotatedMNIST
96.7Accuracy (0°)DDG
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DDGData Augmentation=true2021.11 | 96.7 | 99 | 99.1 | 99.2 | 99 | 97.4 | 98.4 | |
| DDGData Augmentation=false2021.11 | 96.6 | 99 | 99 | 99.1 | 99.1 | 97.4 | 98.4 | |
| CORAL2021.11 | 96.4 | 99 | 99 | 99 | 98.9 | 96.8 | 98.2 | |
| GDRO2021.11 | 96.2 | 98.9 | 99 | 98.7 | 99.1 | 96.8 | 98.1 | |
| MLDG2021.11 | 96.2 | 99 | 99 | 98.9 | 99 | 96.1 | 98 | |
| ERM2021.11 | 96 | 98.8 | 98.8 | 99 | 99 | 96.8 | 98.1 | |
| IRM2021.11 | 96 | 98.9 | 99 | 98.8 | 98.9 | 95.7 | 97.9 | |
| DANN2021.11 | 96 | 98.8 | 98.6 | 98.7 | 98.8 | 96.4 | 97.9 | |
| Mixup2021.11 | 95.8 | 98.9 | 99 | 99 | 98.9 | 96.5 | 98 | |
| CDANN2021.11 | 95.8 | 98.8 | 98.9 | 98.6 | 98.8 | 96.1 | 97.8 | |
| MMD2021.11 | 95.7 | 98.8 | 98.9 | 98.8 | 99 | 96.3 | 97.9 |