Federated Continual Learning on DomainNet
78.88Average PerformanceC²Prompt
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| C²PromptPub.=This Paper2025.09 | 78.88 | 77.55 | -0.02 | 3.87 | 0.23 | 4.05 | |
| PowderPub.=ICML20242025.09 | 75.98 | 77.28 | 0.1 | 1.28 | 0.14 | 1.4 | |
| Fed-CODAPub.=CVPR20232025.09 | 72.47 | 72.84 | 0.01 | -0.82 | 0.83 | -0.15 | |
| Fed-DualPub.=ECCV20222025.09 | 71.9 | 72.15 | 0.16 | -1.82 | 0.41 | -1.49 | |
| Fed-CPPub.=ICML20232025.09 | 71.28 | 69.92 | 0.18 | -2.78 | 0 | -2.78 | |
| Fed-L2PPub.=CVPR20222025.09 | 70.98 | 72.36 | 0.16 | -2.18 | 0.1 | -2.09 | |
| GLFCPub.=CVPR 20222025.09 | 69.75 | 70.34 | 1.23 | -4.08 | -2.46 | -6.04 | |
| FedspacePub.=CVPR 20232025.09 | 68.98 | 70.71 | 1.8 | 1.87 | -4.16 | -1.45 | |
| FedWEITPub.=ICML20212025.09 | 67.84 | 69.63 | 1.91 | -2.92 | -3.11 | -4.97 | |
| CFeDPub.=IJCAI20222025.09 | 42.85 | 60.19 | 1.65 | -4.98 | -13.32 | -15.64 | |
| Fed-MOSPub.=AAAI20252025.09 | 40.37 | 45.22 | 0.31 | -1.43 | -1.21 | -2.5 | |
| PILoRAPub.=ECCV20242025.09 | 31.22 | 40.76 | 0.55 | -0.12 | -0.74 | -1.81 | |
| LoRMPub.=ICLR20252025.09 | 23.18 | 28.49 | 5.72 | -1.32 | -0.11 | -1.4 |