Classification on MNIST Rotated (leave-one-domain-out)
96.6Accuracy (Test 0°)MMD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MMDsetup=DomainBed2020.06 | 96.6 | 98.9 | 98.9 | 99.1 | 99 | 96.2 | 98.1 | |
| Mixupsetup=DomainBed2020.06 | 96.1 | 99.1 | 98.9 | 99 | 99 | 96.6 | 98.1 | |
| C-DANNsetup=DomainBed2020.06 | 96 | 98.8 | 99 | 99.1 | 98.9 | 96.5 | 98 | |
| IRMsetup=DomainBed2020.06 | 95.9 | 98.9 | 99 | 98.8 | 98.9 | 95.5 | 97.9 | |
| DROsetup=DomainBed2020.06 | 95.9 | 98.9 | 99 | 99 | 99 | 96.9 | 98.1 | |
| MLDGsetup=DomainBed2020.06 | 95.9 | 98.9 | 99 | 99.1 | 99 | 96 | 98 | |
| MatchDGsetup=DomainBed2020.06 | 95.9 | 98.4 | 98.6 | 98.9 | 98.7 | 95.1 | 97.6 | |
| CORALsetup=DomainBed2020.06 | 95.7 | 99 | 99.1 | 99.1 | 99 | 96.7 | 98.1 | |
| ERMsetup=DomainBed2020.06 | 95.6 | 99 | 98.9 | 99.1 | 99 | 96.7 | 98 | |
| DANNsetup=DomainBed2020.06 | 95.6 | 98.9 | 98.9 | 99 | 98.9 | 95.9 | 97.9 | |
| RandMatchsetup=DomainBed2020.06 | 95.4 | 98.2 | 97.9 | 98.5 | 98.1 | 94.3 | 97.1 | |
| LABELGRAD2018.04 | 89.7 | 97.8 | 98 | 97.1 | 96.6 | 92.1 | — | |
| CROSSGRAD2018.04 | 88.3 | 98.6 | 98 | 97.7 | 97.7 | 91.4 | — | |
| DAN2018.04 | 86.7 | 98 | 97.8 | 97.4 | 96.9 | 89.1 | — | |
| CCSA2017.09 | 84.6 | 95.6 | 94.6 | 82.9 | 94.8 | 82.1 | 89.1 | |
| CCSA2018.04 | 84.6 | 95.6 | 94.6 | 82.9 | 94.8 | 82.1 | — | |
| MTAE2017.09 | 82.5 | 96.3 | 93.4 | 78.6 | 94.2 | 80.5 | 87.5 | |
| D-MTAE2018.04 | 82.5 | 96.3 | 93.4 | 78.6 | 94.2 | 80.5 | — | |
| CAE2017.09 | 72.1 | 95.3 | 92.6 | 81.5 | 92.7 | 79.3 | 85.5 | |
| CSD2020.03 | — | — | — | — | — | — | 94.7 | |
| ERM2020.03 | — | — | — | — | — | — | 93.6 | |
| MASF2020.03 | — | — | — | — | — | — | 93.2 |