Classification on Office31 D → A,W
84.6AccuracyAMEAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMEANBackbone=ResNet-50, Setup=BTDA2019.07 | 84.6 | — | — | |
| JANBackbone=ResNet-50, Setup=BTDA2019.07 | 82.7 | -0.6 | — | |
| RevGradBackbone=ResNet-50, Setup=BTDA2019.07 | 81.4 | -1.5 | — | |
| Source onlyBackbone=ResNet-50, Setup=BTDA2019.07 | 79.6 | 0 | — | |
| RTNBackbone=ResNet-50, Setup=BTDA2019.07 | 77.2 | -2.4 | -4.4 | |
| AMEANBackbone=ResNet-502019.07 | 77 | — | 2.6 | |
| DANBackbone=ResNet-50, Setup=BTDA2019.07 | 75 | -4.6 | -5 | |
| AMEANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 74.9 | — | — | |
| JANBackbone=ResNet-502019.07 | 74.4 | — | -0.8 | |
| JANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 73.6 | 0 | -4.1 | |
| Source onlyBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 73.3 | 0 | 0 | |
| RevGradBackbone=ResNet-502019.07 | 72.2 | — | -2.7 | |
| RevGradBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 72.1 | -1.2 | -2.8 | |
| DANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 71.4 | -1.9 | -4 | |
| Source onlyBackbone=ResNet-502019.07 | 70 | — | 0 | |
| RTNBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 69.8 | -3.5 | -4.1 | |
| RTNBackbone=ResNet-502019.07 | 67.5 | -2.5 | -5.5 | |
| DANBackbone=ResNet-502019.07 | 64.4 | -5.6 | -6.8 | |
| AMEANBackbone=AlexNet2019.07 | 62.8 | — | 0.7 | |
| JANBackbone=AlexNet2019.07 | 62.1 | — | -4.9 | |
| Source onlyBackbone=AlexNet2019.07 | 60.8 | — | 0 | |
| DANBackbone=AlexNet2019.07 | 58.7 | -2.1 | -5 | |
| RevGradBackbone=AlexNet2019.07 | 58.6 | -2.2 | -4.3 | |
| RTNBackbone=AlexNet2019.07 | 56.3 | -4.5 | -4.6 |