Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Federated Learning Classification on Edge-IoT
Loading...
93.2
Label Flip Accuracy
ZTA-FL
66.784
73.642
80.5
87.358
Dec 29, 2025
Label Flip Accuracy
Gradient Accuracy
Backdoor ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
Label Flip Accuracy
Gradient Accuracy
Backdoor ASR
ZTA-FL
Byzantine Attacker Rat...
2025.12
93.2
91.7
8.7
FLAME
Byzantine Attacker Rat...
2025.12
90.1
89.7
12.8
FLTrust
Byzantine Attacker Rat...
2025.12
89.4
88.2
15.3
RFA
Byzantine Attacker Rat...
2025.12
87.6
86.9
22.4
Trimmed Mean
Byzantine Attacker Rat...
2025.12
85.1
84.6
38.7
Krum
Byzantine Attacker Rat...
2025.12
82.4
83.9
45.2
FedAvg
Byzantine Attacker Rat...
2025.12
67.8
71.3
87.3
Feedback
Search any
task
Search any
task