Federated Domain-Incremental Learning on PACS
45.29ACC (%)SPECIAL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPECIALMemory usage type=Memory-free, Backbone=ResNet-182026.01 | 45.29 | -11.66 | |
| SR-FDILMemory usage type=Memory-based, Backbone=ResNet-182026.01 | 44.92 | -16.05 | |
| SPECIAL-CMemory usage type=Memory-free, Backbone=ResNet-182026.01 | 43.3 | -16.4 | |
| FLwF-2TMemory usage type=Memory-free, Backbone=ResNet-182026.01 | 43.04 | -8.12 | |
| pFedDILMemory usage type=Memory-free, Backbone=ResNet-182026.01 | 39.76 | -21.85 | |
| FedCILMemory usage type=Memory-based, Backbone=ResNet-182026.01 | 35.11 | -10.3 | |
| MFCLMemory usage type=Memory-based, Backbone=ResNet-182026.01 | 34.68 | -14.84 |