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NASA Bearings

Benchmarks

Task NameDataset NameSOTA ResultTrend
Federated LearningNASA Bearings Label Skew (downstream)
Weighted Accuracy69.48
10
Federated LearningNASA Bearings Corrupted Client (downstream)
Weighted Accuracy62.65
5
Federated LearningNASA Bearings Feature Skew (downstream)
Weighted Accuracy72.5
5
Federated LearningNASA Bearings Label Poisoning (downstream)
Weighted Accuracy62.23
5
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