Image Classification on Rotated Fashion MNIST (target domains 0° and 90°)
81.6AccuracyPerfMatch (Oracle)
Evaluation results
| Method | Links | |
|---|---|---|
| PerfMatch (Oracle)Source Domains=15, 30, 45, 60, 75, Oracle=true2020.06 | 81.6 | |
| MatchDGSource Domains=15, 30, 45, 60, 752020.06 | 80.9 | |
| CSDSource Domains=15, 30, 45, 60, 752020.06 | 78.7 | |
| ERMSource Domains=15, 30, 45, 60, 752020.06 | 77.9 | |
| IRMSource Domains=15, 30, 45, 60, 752020.06 | 77.8 | |
| RandMatchSource Domains=15, 30, 45, 60, 752020.06 | 77 | |
| MASFSource Domains=15, 30, 45, 60, 752020.06 | 72.4 | |
| PerfMatch (Oracle)Source Domains=30, 45, 60, Oracle=true2020.06 | 54 | |
| MatchDGSource Domains=30, 45, 602020.06 | 43.8 | |
| PerfMatch (Oracle)Source Domains=30, 45, Oracle=true2020.06 | 41.8 | |
| RandMatchSource Domains=30, 45, 602020.06 | 38.4 | |
| IRMSource Domains=30, 45, 602020.06 | 37.8 | |
| CSDSource Domains=30, 45, 602020.06 | 36.3 | |
| ERMSource Domains=30, 45, 602020.06 | 36.1 | |
| MatchDGSource Domains=30, 452020.06 | 33 | |
| MASFSource Domains=30, 45, 602020.06 | 29.7 | |
| RandMatchSource Domains=30, 452020.06 | 26.9 | |
| IRMSource Domains=30, 452020.06 | 26.6 | |
| ERMSource Domains=30, 452020.06 | 26.1 | |
| CSDSource Domains=30, 452020.06 | 24.2 | |
| MASFSource Domains=30, 452020.06 | 22.8 |