Federated Continual Learning on ImageNet-R 5-split
55.65AccuracyFedProTIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedProTIPDistribution=IID2025.09 | 55.65 | 3.36 | |
| FedProTIPDistribution=alpha=0.52025.09 | 54.49 | 6.03 | |
| FedProTIP (-t)Distribution=IID2025.09 | 50 | 6.26 | |
| FedProTIP (-t)Distribution=alpha=0.52025.09 | 46.99 | 8.03 | |
| TARGETDistribution=IID2025.09 | 40.95 | 14.43 | |
| FOTDistribution=IID2025.09 | 39.77 | 13.43 | |
| FOTDistribution=alpha=0.52025.09 | 38.58 | 13.24 | |
| TARGETDistribution=alpha=0.52025.09 | 37.71 | 14.89 | |
| LANDERDistribution=alpha=0.52025.09 | 36.83 | 1.46 | |
| LANDERDistribution=IID2025.09 | 35.5 | 1.45 | |
| FedAvgDistribution=IID2025.09 | 22.7 | 37.11 | |
| FedAvgDistribution=alpha=0.52025.09 | 22.22 | 36.26 | |
| LGADistribution=IID2025.09 | 8.33 | 21.13 | |
| GLFCDistribution=alpha=0.52025.09 | 7.47 | 17.12 | |
| LGADistribution=alpha=0.52025.09 | 7.38 | 19.91 | |
| GLFCDistribution=IID2025.09 | 7.26 | 16.99 |