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Benchmarks
Human Sensing Classification on Stress Sensing (5-fold cross-val)
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78.9
F1 Score
CurvFed
69.124
71.662
74.2
76.738
Apr 30, 2024
F1 Score
EO Gap
FATE
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
EO Gap
FATE
CurvFed
Sensitive Attribute=Ha...
2024.04
78.9
0.433
0.945
FedSAM
Sensitive Attribute=Ha...
2024.04
78.5
0.463
0.233
FedAvg
Sensitive Attribute=Ha...
2024.04
76.7
0.464
0
FedSWA
Sensitive Attribute=Ha...
2024.04
74.4
0.441
0.173
KD-Fedavg
Sensitive Attribute=Ha...
2024.04
71.8
0.406
0.587
FedSRCVaR
Sensitive Attribute=Ha...
2024.04
69.5
0.394
0.55
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