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Federated Learning Classification on CIFAR-10 Late Stage (Rounds 21-50)
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62.4
Average Accuracy (All)
FLTrust
52.2288
54.8694
57.51
60.1506
Jun 30, 2026
Average Accuracy (All)
Average Source Accuracy
Average ASR
Updated 24d ago
Evaluation Results
Method
Method
Links
Average Accuracy (All)
Average Source Accuracy
Average ASR
FLTrust
Evaluation Stage=Late...
2026.06
62.4
19.91
50.84
TrimmedMean
Evaluation Stage=Late...
2026.06
62.35
31.28
37.8
Only_series_filters
Evaluation Stage=Late...
2026.06
61.29
35.79
33.06
Krum_CHG
Evaluation Stage=Late...
2026.06
61.25
48.2
20.82
MultiKrum
Evaluation Stage=Late...
2026.06
61.14
27.56
41.97
Secure-CHG
Evaluation Stage=Late...
2026.06
60.5
49.87
18.84
FedAvg
Evaluation Stage=Late...
2026.06
60.45
19.52
47.12
FedMedian
Evaluation Stage=Late...
2026.06
60.45
28.03
34.82
Only_CHG
Evaluation Stage=Late...
2026.06
52.62
0.01
67.31
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