Data Poisoning on MNIST (test)
98.02Clean AccuracyTGDA Hessian
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TGDA HessianModel=MLP2026.03 | 98.02 | 1.48 | 7.3 | |
| KFAC (OURS)Model=MLP2026.03 | 98.02 | 3.99 | 3.2 | |
| BOME (VF)Model=MLP2026.03 | 98.02 | 1.63 | 3 | |
| Label FlipModel=MLP2026.03 | 98.02 | 0.05 | — | |
| TGDA HessianModel=LR2026.03 | 92.34 | 2.78 | 0.7 | |
| KFAC (OURS)Model=LR2026.03 | 92.34 | 5.4 | 0.4 | |
| BOME (VF)Model=LR2026.03 | 92.34 | 2.22 | 0.4 | |
| Label FlipModel=LR2026.03 | 92.34 | 1.52 | — |