Single-class Unlearning on MNIST
100Accuracy Retention (ACCr)
FedUP
Updated 1mo ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2026.06 | 100 | 0 | 99 | - | |
2026.05 | 99.4 | - | - | 0 | |
2026.05 | 99.3 | - | - | 99.4 | |
2026.05 | 99.3 | - | - | 97 | |
2026.06 | 99 | 0 | 97 | - | |
2026.06 | 97 | 0 | 99 | - | |
2026.05 | 75 | - | - | 12.6 | |
2026.05 | 48.4 | - | - | 0 | |
2026.05 | 44.7 | - | - | 0 | |
2026.05 | 14.9 | - | - | 0 | |
2026.05 | 6.8 | - | - | 33.3 | |
2025.12 | 0.9965 | 0.9991 | 0.0023 | - | |
2025.12 | 0.9964 | 0 | 1 | - | |
2025.12 | 0.9954 | 0 | 1 | - | |
2025.12 | 0.9952 | 0.9957 | 0 | - | |
2025.12 | 0.9952 | 0 | 1 | - | |
2025.12 | 0.9949 | 0 | 1 | - | |
2025.12 | 0.9948 | 0 | 0.9978 | - | |
2025.12 | 0.9945 | 0 | 0.9188 | - | |
2025.12 | 0.9945 | 0.0004 | 0.9998 | - | |
2025.12 | 0.9943 | 0 | 0.9925 | - | |
2025.12 | 0.9943 | 0 | 1 | - | |
2025.12 | 0.9937 | 0 | 0.9987 | - | |
2025.12 | 0.9934 | 0 | 0.9873 | - | |
2025.12 | 0.9933 | 0 | 0.9964 | - | |
2025.12 | 0.9923 | 0 | 1 | - | |
2025.12 | 0.992 | 0 | 0.9782 | - | |
2025.12 | 0.9916 | 0 | 1 | - | |
2025.12 | 0.9915 | 0 | 1 | - | |
2025.12 | 0.9904 | 0 | 0.9966 | - | |
2025.12 | 0.9893 | 0 | 1 | - | |
2025.12 | 0.9826 | 0.1494 | 0.8519 | - | |
2025.12 | 0.9816 | 0 | 0.9578 | - | |
2025.12 | 0.9769 | 0 | 0.9686 | - | |
2025.12 | 0.9575 | 0 | 0.9383 | - | |
2025.12 | 0.9412 | 0 | 0.9862 | - | |
2025.12 | 0.9407 | 0.0001 | 0.9255 | - | |
2025.12 | 0.9347 | 0.0004 | 0.9751 | - | |
2025.12 | 0.9314 | 0 | 0.954 | - |