Semi-supervised Domain Adaptation on Office-Home (target)
72.3Closed-set Accuracy (CS)PGPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PGPRBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 72.3 | 69.4 | 66.9 | 77.4 | 67.4 | 70.7 | |
| CDACBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 69.7 | 67.1 | 60.3 | 68.7 | 56.3 | 64.4 | |
| AdaMatchBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 69.7 | 66.6 | 63.1 | 74.4 | 64.1 | 67.6 | |
| S+TBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 67.9 | 65.1 | 63.2 | 72.9 | 64.2 | 66.7 | |
| PACBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 67.3 | 65.1 | 60.6 | 69.7 | 61.3 | 64.8 |