Partial Domain Adaptation on Digital Dataset
97.2Acc (SVHN10→MNIST5)RTNetadv
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RTNetadvBackbone=modified LeNet, Method Type=PDA2019.05 | 97.2 | 99.2 | 96.9 | 99.7 | 98.3 | |
| RTNetBackbone=modified LeNet, Method Type=PDA2019.05 | 95.3 | 94.2 | 94.6 | 98.5 | 95.7 | |
| ETNBackbone=modified LeNet, Method Type=PDA2019.05 | 93.6 | 92.5 | 94.2 | 98.9 | 94.8 | |
| PADABackbone=modified LeNet, Method Type=PDA2019.05 | 90.4 | 89.1 | 97.4 | 96.5 | 93.4 | |
| LeNetBackbone=modified LeNet, Method Type=NoA2019.05 | 79.6 | 60.2 | 76.6 | 91.3 | 76.9 | |
| DANNBackbone=modified LeNet, Method Type=DA2019.05 | 79.2 | 70.5 | 68.9 | 50.6 | 67.3 | |
| JDDABackbone=modified LeNet, Method Type=DA2019.05 | 72.1 | 54.3 | 71.7 | 85.2 | 70.8 | |
| DANBackbone=modified LeNet, Method Type=DA2019.05 | 69.7 | 48.9 | 48.5 | 61.3 | 57.1 | |
| CORALBackbone=modified LeNet, Method Type=DA2019.05 | 60.8 | 43.4 | 61.7 | 74.4 | 60.1 |