Multi-source Domain Adaptation on PACS (test)
88.94Accuracy (Art)DSBN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSBNBackbone=ResNet-18, Algorithm=Shu et al. [26]2019.07 | 88.94 | 83.54 | 77.39 | 99.42 | 87.32 | |
| SIB-RotBackbone=ResNet-18, K=32020.04 | 88.9 | 89 | 82.2 | 98.3 | 89.6 | |
| RotBackbone=ResNet-182020.04 | 88.7 | 86.4 | 74.9 | 98 | 87 | |
| DSONBackbone=ResNet-18, Algorithm=Shu et al. [26]2019.07 | 86.54 | 88.61 | 86.93 | 99.42 | 90.38 | |
| SIB-RotBackbone=ResNet-18, K=02020.04 | 85.7 | 86.6 | 80.3 | 98.3 | 87.7 | |
| JiGenBackbone=ResNet-182020.04 | 84.9 | 81.1 | 79.1 | 98 | 85.7 | |
| SNBackbone=ResNet-18, Algorithm=Shu et al. [26]2019.07 | 79 | 77.66 | 79.11 | 97.78 | 83.39 | |
| BaselineBackbone=ResNet-18, Algorithm=Shu et al. [26]2019.07 | 78.85 | 76.79 | 78.14 | 99.42 | 83.3 |