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Benchmarks
Federated Class-Domain Incremental Learning on FCDIL alpha=0.5 (test)
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83.61
Average Accuracy (Aavg)
UP
37.1324
49.1987
61.265
73.3313
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
83.61
86.95
FeDMRA
Heterogeneity (alpha)=0.5
2026.03
83.57
85.79
iCaRL+FL
Heterogeneity (alpha)=0.5
2026.03
80.53
77.49
Re-Fed
Heterogeneity (alpha)=0.5
2026.03
78.41
63.45
UACL+FL
Heterogeneity (alpha)=0.5
2026.03
51.6
53.63
DDDR
Heterogeneity (alpha)=0.5
2026.03
41.17
14.72
MFCL
Heterogeneity (alpha)=0.5
2026.03
38.92
18.86
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