Federated Lifelong Learning on FedKNOW 6 sequential tasks (test)
74.15Average AccuracyLiFeChain
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LiFeChainAggregation Strategy=LiFeChain, CpT=2, Framework=FedKNOW2025.09 | 74.15 | -1.28 | |
| MedianAggregation Strategy=Median, CpT=2, Framework=FedKNOW2025.09 | 63.05 | -12.38 | |
| Trimmed MeanAggregation Strategy=T-Mean, CpT=2, Framework=FedKNOW2025.09 | 62.01 | -13.42 | |
| KrumAggregation Strategy=Krum, CpT=2, Framework=FedKNOW2025.09 | 61.21 | -14.22 | |
| BulyanAggregation Strategy=Bulyan, CpT=2, Framework=FedKNOW2025.09 | 58.04 | -17.4 |