Image Classification on ImageNet-R OfficeHome source (test)
0.7718AccuracyFedDCG
Evaluation Results
| Method | Links | |
|---|---|---|
| FedDCGSource Domain=Real2026.01 | 0.7718 | |
| DiPrompTSource Domain=Real2026.01 | 0.7574 | |
| FedDCGSource Domain=Product2026.01 | 0.7457 | |
| DiPrompTSource Domain=Product2026.01 | 0.731 | |
| FedDCGSource Domain=Average2026.01 | 0.703 | |
| FedTPGSource Domain=Real2026.01 | 0.6889 | |
| FedCoCoOpSource Domain=Real2026.01 | 0.6785 | |
| DiPrompTSource Domain=Average2026.01 | 0.6745 | |
| FedCoOpSource Domain=Real2026.01 | 0.6648 | |
| FedDCGSource Domain=Art2026.01 | 0.6624 | |
| FedTPGSource Domain=Product2026.01 | 0.6587 | |
| FedCoCoOpSource Domain=Product2026.01 | 0.6476 | |
| FedCoOpSource Domain=Product2026.01 | 0.6426 | |
| FedTPGSource Domain=Average2026.01 | 0.629 | |
| FedDCGSource Domain=Clipart2026.01 | 0.6259 | |
| FedCoCoOpSource Domain=Average2026.01 | 0.6217 | |
| DiPrompTSource Domain=Art2026.01 | 0.6158 | |
| FedCoOpSource Domain=Average2026.01 | 0.6138 | |
| DiPrompTSource Domain=Clipart2026.01 | 0.5939 | |
| FedTPGSource Domain=Clipart2026.01 | 0.5844 | |
| FedTPGSource Domain=Art2026.01 | 0.5839 | |
| FedCoCoOpSource Domain=Art2026.01 | 0.5812 | |
| FedCoCoOpSource Domain=Clipart2026.01 | 0.5794 | |
| FedCoOpSource Domain=Clipart2026.01 | 0.5768 | |
| FedCoOpSource Domain=Art2026.01 | 0.5712 |