Domain Adaptation on Office-Home Partial-set
68.6Accuracy (Ar → Cl)CRS
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CRSBackbone=ResNet-502026.03 | 68.6 | 85.1 | 90.9 | 80.1 | 79.4 | 86.3 | 79.2 | 66.1 | 90.5 | 82.2 | 69.5 | 89.3 | 80.6 | |
| AaDBackbone=ResNet-502026.03 | 67 | 83.5 | 93.1 | 80.5 | 76 | 87.6 | 78.1 | 65.6 | 90.2 | 83.5 | 64.3 | 87.3 | 79.7 | |
| ProCalBackbone=ResNet-502026.03 | 66.8 | 88.9 | 91.5 | 78.7 | 84.7 | 86.8 | 79.6 | 63.5 | 90 | 82.4 | 67.9 | 88.3 | 80.8 | |
| HCLBackbone=ResNet-502026.03 | 65.6 | 85.2 | 92.7 | 77.3 | 76.2 | 87.2 | 78.2 | 66 | 89.1 | 81.5 | 68.4 | 87.3 | 79.6 | |
| UCon-SFDABackbone=ResNet-502026.03 | 65.6 | 87.8 | 91 | 78.6 | 79.3 | 87.6 | 80.2 | 65.9 | 87.3 | 83.2 | 69.1 | 88.7 | 80.3 | |
| SHOTBackbone=ResNet-502026.03 | 64.8 | 85.2 | 92.7 | 76.3 | 77.6 | 88.8 | 79.7 | 64.3 | 89.5 | 80.6 | 66.4 | 85.8 | 79.3 | |
| Co-learnBackbone=ResNet-502026.03 | 63.9 | 84.7 | 91.8 | 77.6 | 73.6 | 84.5 | 77.4 | 64.8 | 90.5 | 81.4 | 65.1 | 87.8 | 78.6 | |
| TPDSBackbone=ResNet-502026.03 | 61.9 | 81 | 85 | 71.4 | 77.5 | 81 | 74.9 | 60.5 | 83.8 | 79.2 | 61.4 | 84.7 | 75.2 | |
| SourceBackbone=ResNet-502026.03 | 45.2 | 70.4 | 81 | 56.2 | 60.8 | 66.2 | 60.9 | 40.1 | 76.2 | 70.8 | 48.5 | 77.3 | 62.8 |