Character Recognition on FEMNIST (train)
72.72AccuracyBaseline
Evaluation Results
| Method | Links | |
|---|---|---|
| BaselineConv. round=102025.02 | 72.72 | |
| Baseline2025.02 | 72.71 | |
| FinPbeta=0.5, Conv. round=142025.02 | 68.03 | |
| FinPbeta (β)=0.52025.02 | 67.81 | |
| FinPbeta (β)=0.752025.02 | 67.63 | |
| FinPbeta=0.75, Conv. round=122025.02 | 65.23 | |
| FinPbeta (β)=12025.02 | 60.17 | |
| FinPbeta=1, Conv. round=122025.02 | 58.65 | |
| DP-SGDepsilon (ε)=151, delta (δ)=10^{-5}2025.02 | 51.42 | |
| DP-SGDepsilon=151, delta=10^-5, Conv. round=142025.02 | 49.57 | |
| DP-SGDepsilon (ε)=92, delta (δ)=10^{-5}2025.02 | 28.15 | |
| DP-SGDepsilon=92, delta=10^-52025.02 | 27.01 | |
| DP-SGDepsilon (ε)=31, delta (δ)=10^{-5}2025.02 | 4.66 | |
| DP-SGDepsilon=31, delta=10^-52025.02 | 2.95 |