Character Recognition on FEMNIST (test)
65.04AccuracyBaseline
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline2025.02 | 65.04 | 39.26 | 49.7 | 30.5 | 91.1 | 28.1 | 91.6 | 40 | 0.636 | 54.6 | 10 | |
| FinPbeta (β)=0.52025.02 | 64.23 | 37.02 | 45.58 | 30.5 | 91.2 | 24.2 | 93.6 | 37 | 0.583 | 57 | 14 | |
| FinPbeta (β)=0.752025.02 | 63.76 | 35.77 | 46.49 | 31.9 | 90.5 | 24.1 | 93.7 | 37 | 0.597 | 58.1 | 12 | |
| FinPbeta (β)=12025.02 | 60.11 | 30.69 | 39.06 | 40.8 | 85.5 | 20.8 | 95.1 | 41 | 0.589 | 62.6 | 12 | |
| DP-SGDepsilon (ε)=151, delta (δ)=10^{-5}2025.02 | 49.97 | 29.67 | 34.44 | 27.2 | 92.7 | 27.6 | 92.6 | 26 | 1.968 | 66.1 | 14 | |
| DP-SGDepsilon (ε)=92, delta (δ)=10^{-5}2025.02 | 29.41 | 21.35 | 25.9 | 31.3 | 91 | 23.4 | 94.7 | 22 | 1.656 | 75 | — | |
| DP-SGDepsilon (ε)=31, delta (δ)=10^{-5}2025.02 | 5.68 | 12.7 | 15.66 | 55.5 | 76.4 | 39.8 | 86 | 24 | 9.062 | 83.5 | — |