Classification on OfficeHome BTDA setup
64.3ACC (Ar->Cl, Pr, Rw)AMEAN
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMEANBackbone=ResNet-50, setup=BTDA2019.07 | 64.3 | — | — | 64.2 | — | — | 59 | — | — | 66.4 | — | — | 63.5 | — | — | |
| RevGradBackbone=ResNet-50, setup=BTDA2019.07 | 58.4 | -3 | — | 57 | -2.2 | — | 52.2 | -4.6 | — | 62 | -3.2 | — | 57.4 | -3.2 | — | |
| JANBackbone=ResNet-50, setup=BTDA2019.07 | 58.3 | -0.4 | — | 59.2 | 2.1 | — | 51.9 | -1.2 | — | 57.8 | -6.1 | — | 56.8 | -1.5 | — | |
| DANBackbone=ResNet-50, setup=BTDA2019.07 | 55.6 | -0.5 | — | 55.1 | 0.9 | — | 47.8 | -4 | — | 56.6 | -6.3 | — | 53.8 | -2.5 | — | |
| RTNBackbone=ResNet-50, setup=BTDA2019.07 | 53.9 | -1.8 | — | 55.4 | -0.7 | — | 47.2 | -3.3 | — | 51.8 | -3 | — | 52.1 | -2.2 | — | |
| Source onlyBackbone=ResNet-50, setup=BTDA2019.07 | 47.6 | 0 | 0 | 41.8 | 0 | 0 | 43.4 | 0 | 0 | 51.7 | 0 | 0 | 46.1 | 0 | 0 |