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Benchmarks
Federated Class Incremental Learning on FCIL-M alpha=0.5 (test)
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86.61
Average Accuracy
UP
38.9156
51.2978
63.68
76.0622
Mar 30, 2026
Average Accuracy
Last Task Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
Average Accuracy
Last Task Accuracy
UP
Heterogeneity (alpha)=0.5
2026.03
86.61
85.5
Re-Fed
Heterogeneity (alpha)=0.5
2026.03
82.75
70.53
FeDMRA
Heterogeneity (alpha)=0.5
2026.03
77.29
70.25
iCaRL+FL
Heterogeneity (alpha)=0.5
2026.03
72.05
58.88
MFCL
Heterogeneity (alpha)=0.5
2026.03
56.4
15.34
UACL+FL
Heterogeneity (alpha)=0.5
2026.03
52.06
25.2
DDDR
Heterogeneity (alpha)=0.5
2026.03
40.75
17.8
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