Human Activity Recognition on HAR (train)
75.01AccuracyFinPserver (PCA)
Evaluation Results
| Method | Links | |
|---|---|---|
| FinPserver (PCA)Component=server-side adaptive aggregation, Aggregation Strategy=PCA2025.02 | 75.01 | |
| Baseline2025.02 | 74.1 | |
| FinPclientComponent=client-side regularization2025.02 | 73.39 | |
| FinP (ALA)Aggregation Strategy=ALA2025.02 | 72.83 | |
| FinP (PCA)Aggregation Strategy=PCA2025.02 | 72.73 | |
| FinPserver (ALA)Component=server-side adaptive aggregation, Aggregation Strategy=ALA2025.02 | 71.57 | |
| DP-SGDepsilon=99, delta=10^−52025.02 | 45.1 | |
| DP-SGDepsilon=12, delta=10^−52025.02 | 44.37 | |
| DP-SGDepsilon=32, delta=10^−52025.02 | 41.19 |