Classification on Office31 (W -> A,D)
84.3AccuracyAMEAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMEANBackbone=ResNet-50, Setup=BTDA2019.07 | 84.3 | — | — | |
| JANBackbone=ResNet-50, Setup=BTDA2019.07 | 83.4 | -1.8 | — | |
| RevGradBackbone=ResNet-50, Setup=BTDA2019.07 | 82.3 | -1.3 | — | |
| Source onlyBackbone=ResNet-50, Setup=BTDA2019.07 | 80 | 0 | — | |
| DANBackbone=ResNet-50, Setup=BTDA2019.07 | 80 | -1.2 | -2.8 | |
| RTNBackbone=ResNet-50, Setup=BTDA2019.07 | 79 | -1 | -3.3 | |
| AMEANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 76.2 | — | — | |
| JANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 75 | 0 | -2.5 | |
| Source onlyBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 74.4 | 0 | 0 | |
| RevGradBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 73.4 | -1 | -1.8 | |
| AMEANBackbone=ResNet-502019.07 | 73.4 | — | 1.4 | |
| DANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 73.2 | -1.2 | -3.3 | |
| JANBackbone=ResNet-502019.07 | 72 | — | -2.8 | |
| RTNBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 71.5 | -2.9 | -3.9 | |
| RevGradBackbone=ResNet-502019.07 | 69.8 | — | -2.8 | |
| DANBackbone=ResNet-502019.07 | 66.7 | — | -1.8 | |
| Source onlyBackbone=ResNet-502019.07 | 66.5 | — | 0 | |
| RTNBackbone=ResNet-502019.07 | 64.8 | -0.2 | -5.5 | |
| AMEANBackbone=AlexNet2019.07 | 59.7 | — | 1.3 | |
| JANBackbone=AlexNet2019.07 | 58.4 | — | -3.6 | |
| Source onlyBackbone=AlexNet2019.07 | 57.2 | — | 0 | |
| DANBackbone=AlexNet2019.07 | 55.6 | -1.6 | -4.9 | |
| RevGradBackbone=AlexNet2019.07 | 55 | -2.2 | -3.4 | |
| RTNBackbone=AlexNet2019.07 | 52.2 | -5 | -6.1 |