Image Classification on ImageNet-A OfficeHome source (test)
46.1AccuracyFedDCG
Evaluation results
| Method | Links | |
|---|---|---|
| FedDCGSource Domain=Real2026.01 | 46.1 | |
| FedDCGSource Domain=Art2026.01 | 45.29 | |
| FedDCGSource Domain=Average2026.01 | 45.11 | |
| FedDCGSource Domain=Clipart2026.01 | 44.79 | |
| DiPrompTSource Domain=Real2026.01 | 44.68 | |
| FedDCGSource Domain=Product2026.01 | 44.24 | |
| DiPrompTSource Domain=Art2026.01 | 44.15 | |
| DiPrompTSource Domain=Average2026.01 | 43.67 | |
| DiPrompTSource Domain=Clipart2026.01 | 43.18 | |
| FedCoCoOpSource Domain=Art2026.01 | 42.85 | |
| DiPrompTSource Domain=Product2026.01 | 42.65 | |
| FedTPGSource Domain=Art2026.01 | 42.51 | |
| FedTPGSource Domain=Clipart2026.01 | 41.79 | |
| FedCoOpSource Domain=Art2026.01 | 41.73 | |
| FedCoCoOpSource Domain=Clipart2026.01 | 41.51 | |
| FedTPGSource Domain=Average2026.01 | 40.75 | |
| FedCoOpSource Domain=Clipart2026.01 | 40.71 | |
| FedCoCoOpSource Domain=Average2026.01 | 40.52 | |
| FedTPGSource Domain=Real2026.01 | 39.76 | |
| FedCoCoOpSource Domain=Real2026.01 | 39.67 | |
| FedCoOpSource Domain=Average2026.01 | 39.36 | |
| FedTPGSource Domain=Product2026.01 | 38.93 | |
| FedCoOpSource Domain=Real2026.01 | 38.44 | |
| FedCoCoOpSource Domain=Product2026.01 | 38.06 | |
| FedCoOpSource Domain=Product2026.01 | 36.58 |