Classification on Office31 Avg
86.2AccuracyAMEAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMEANBackbone=ResNet-50, Setup=BTDA2019.07 | 86.2 | — | — | |
| JANBackbone=ResNet-50, Setup=BTDA2019.07 | 83.6 | -1 | — | |
| RevGradBackbone=ResNet-50, Setup=BTDA2019.07 | 80.9 | -1.7 | — | |
| AMEANBackbone=ResNet-502019.07 | 80.2 | — | 3.4 | |
| RTNBackbone=ResNet-50, Setup=BTDA2019.07 | 80.1 | -1.6 | — | |
| DANBackbone=ResNet-50, Setup=BTDA2019.07 | 77.6 | -3 | — | |
| JANBackbone=ResNet-502019.07 | 76.9 | — | -1.6 | |
| Source onlyBackbone=ResNet-50, Setup=BTDA2019.07 | 76.1 | 0 | — | |
| AMEANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 75.3 | — | — | |
| JANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 74 | — | -2.2 | |
| RevGradBackbone=ResNet-502019.07 | 73.4 | — | -2.9 | |
| RevGradBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 73.2 | — | -1.2 | |
| RTNBackbone=ResNet-502019.07 | 72.2 | — | -2.9 | |
| DANBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 70.9 | — | -2.4 | |
| RTNBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 70.7 | — | -3.2 | |
| Source onlyBackbone=AlexNet, Evaluation Setup=BTDA2019.07 | 70.1 | — | 0 | |
| DANBackbone=ResNet-502019.07 | 69.7 | — | -3.6 | |
| Source onlyBackbone=ResNet-502019.07 | 68.4 | — | 0 | |
| AMEANBackbone=AlexNet2019.07 | 65.7 | — | 1 | |
| JANBackbone=AlexNet2019.07 | 64.7 | — | -3 | |
| RevGradBackbone=AlexNet2019.07 | 62.6 | — | -2.2 | |
| DANBackbone=AlexNet2019.07 | 60.8 | — | -3.4 | |
| Source onlyBackbone=AlexNet2019.07 | 60.1 | — | 0 | |
| RTNBackbone=AlexNet2019.07 | 59.9 | -0.2 | -4.1 |