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Benchmarks
Federated Class Incremental Learning on FCIL-A alpha=0.5 (test)
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88.62
Average Accuracy (Aavg)
UP
37.2752
50.6051
63.935
77.2649
Mar 30, 2026
Average Accuracy (Aavg)
Last Accuracy (Alast)
Updated 19d ago
Evaluation Results
Method
Method
Links
Average Accuracy (Aavg)
Last Accuracy (Alast)
UP
Heterogeneity (alpha)=0.5
2026.03
88.62
88.78
FeDMRA
Heterogeneity (alpha)=0.5
2026.03
80
74.66
Re-Fed
Heterogeneity (alpha)=0.5
2026.03
74.18
70.84
iCaRL+FL
Heterogeneity (alpha)=0.5
2026.03
65.36
57.3
UACL+FL
Heterogeneity (alpha)=0.5
2026.03
54.62
49.32
DDDR
Heterogeneity (alpha)=0.5
2026.03
48.74
28.15
MFCL
Heterogeneity (alpha)=0.5
2026.03
39.25
8.37
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