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Papers Benchmarks Datasets Tasks

Federated Lifelong Learning research benchmarks · SOTA2 Research

Federated Lifelong Learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FedKNOW (6 sequential tasks) under DBA Attack (test)

71.6Accuracy

5

Mar 31, 2026

FedKNOW 6 sequential tasks under Scaling Attack (test)

71.45Avg. Accuracy

5

Mar 31, 2026

FedKNOW 6 sequential tasks under LIE Attack (test)

68.52Average Accuracy

5

Mar 31, 2026

FedKNOW (6 sequential tasks) under AGR-agnostic Attack (test)

67.68Average Accuracy

5

Mar 31, 2026

FedKNOW 6 sequential tasks under Label Flipping Attack (test)

74.15Average Accuracy

5

Mar 31, 2026

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