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Benchmarks
Binary Classification on Colorado
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48.1
F1 Score
Centralized Learning
31.564
35.857
40.15
44.443
Feb 10, 2026
F1 Score
Accuracy
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
Precision
Recall
Centralized Learning
Learning Strategy=Cent...
2026.02
48.1
25.8
33.2
88.6
FedAvg
Learning Strategy=Fede...
2026.02
46.2
23
41.1
53.9
FedAwS
Learning Strategy=Fede...
2026.02
46.2
23
38.9
58
TurboSVM
Learning Strategy=Fede...
2026.02
44.1
20
36.5
59.1
Centralized Learning
Learning Strategy=Cent...
2026.02
43.9
19.7
30.4
81.1
FedProx
Learning Strategy=Fede...
2026.02
42.4
17.6
38.7
53.9
FedAdam
Learning Strategy=Fede...
2026.02
41.4
16.2
40.4
44.1
MOON
Learning Strategy=Fede...
2026.02
32.2
3
33.2
34.8
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