Domain Adaptation on Office-Home (Shift Complexity Analysis)
71.6Accuracy (Covariate Shift, Closed-set)PGPR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PGPRBackbone=ResNet-34, Evaluation Protocol=Transductive2024.03 | 71.6 | 70.1 | 65 | 76.5 | 66.1 | 69.9 | |
| CDACBackbone=ResNet-34, Evaluation Protocol=Transductive2024.03 | 68.8 | 67.1 | 59.5 | 58.2 | 52.8 | 63.3 | |
| PACBackbone=ResNet-34, Evaluation Protocol=Transductive2024.03 | 67.4 | 65.7 | 59.9 | 70 | 60.6 | 64.7 | |
| AdaMatchBackbone=ResNet-34, Evaluation Protocol=Transductive2024.03 | 67.3 | 66.2 | 62.2 | 72.4 | 63.7 | 66.4 |