Federated Lifelong Learning on FedKNOW 6 sequential tasks under Scaling Attack (test)
71.45Avg. AccuracyLiFeChain
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LiFeChainAggregation Strategy=LiFeChain, CpT=2, Framework=FedKNOW2025.09 | 71.45 | -3.98 | |
| KrumAggregation Strategy=Krum, CpT=2, Framework=FedKNOW2025.09 | 64.19 | -11.25 | |
| Trimmed MeanAggregation Strategy=T-Mean, CpT=2, Framework=FedKNOW2025.09 | 62.22 | -13.21 | |
| BulyanAggregation Strategy=Bulyan, CpT=2, Framework=FedKNOW2025.09 | 59.93 | -15.5 | |
| MedianAggregation Strategy=Median, CpT=2, Framework=FedKNOW2025.09 | 59.89 | -15.54 |