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Benchmarks
Image Classification on CIFAR-10, CIFAR-100, & TinyImageNet Aggregate
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63.21
Average Accuracy
FedRE
29.8364
38.5007
47.165
55.8293
Nov 27, 2025
Average Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
FedRE
Setting=model-homogeneous
2025.11
63.21
LG-FedAvg
Setting=model-homogeneous
2025.11
60.63
FedTGP
Setting=model-homogeneous
2025.11
60.4
Local
Setting=model-homogeneous
2025.11
60.37
FedKD
Setting=model-homogeneous
2025.11
60.03
FedProto
Setting=model-homogeneous
2025.11
59.98
FedGH
Setting=model-homogeneous
2025.11
58.54
FPL
Setting=model-homogeneous
2025.11
58.4
FedMRL
Setting=model-homogeneous
2025.11
57.99
FedAvgDBE
Setting=model-homogeneous
2025.11
44.09
FedALA
Setting=model-homogeneous
2025.11
31.16
FedAvg
Setting=model-homogeneous
2025.11
31.14
FedGen
Setting=model-homogeneous
2025.11
31.12
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