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ResearchFormerly WizWand

NASA Bearings

Benchmarks

TaskDatasetSOTA resultTrendResults

Federated Learning

NASA Bearings Label Skew (downstream)

69.48Weighted Accuracy

10

Federated Learning

NASA Bearings Corrupted Client (downstream)

62.65Weighted Accuracy

5

Federated Learning

NASA Bearings Feature Skew (downstream)

72.5Weighted Accuracy

5

Federated Learning

NASA Bearings Label Poisoning (downstream)

62.23Weighted Accuracy

5