Semi-supervised Domain Adaptation on DomainNet 126 (target)
71.8Closed-set Acc (Covariate)PGPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PGPRBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 71.8 | 67.3 | 61.2 | 80.3 | 62.5 | 68.6 | |
| CDACBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 69.7 | 65.3 | 52.1 | 75.3 | 43.7 | 61.2 | |
| PACBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 69.1 | 64.6 | 51.6 | 77.9 | 51.2 | 62.9 | |
| AdaMatchBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 66.7 | 61.3 | 53.1 | 76.3 | 53.7 | 62.2 | |
| S+TBackbone=ResNet-34, Number of domain pairs averaged=122024.03 | 63.9 | 58.8 | 54.1 | 72.6 | 54.4 | 60.8 |