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Benchmarks
Federated Class Incremental Learning on FCIL-H alpha=0.5 (test)
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95.06
Average Accuracy
UP
60.5632
69.5191
78.475
87.4309
Mar 30, 2026
Average Accuracy
Last Accuracy
Updated 19d ago
Evaluation Results
Method
Method
Links
Average Accuracy
Last Accuracy
UP
Heterogeneity (alpha)=0.5
2026.03
95.06
95.87
FeDMRA
Heterogeneity (alpha)=0.5
2026.03
88.48
82.95
MFCL
Heterogeneity (alpha)=0.5
2026.03
77.91
51.2
Re-Fed
Heterogeneity (alpha)=0.5
2026.03
76.98
73.44
DDDR
Heterogeneity (alpha)=0.5
2026.03
73.21
59.02
UACL+FL
Heterogeneity (alpha)=0.5
2026.03
66.59
48.44
iCaRL+FL
Heterogeneity (alpha)=0.5
2026.03
61.89
46.51
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