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Benchmarks
Data Poisoning on MNIST (test)
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98.02
Clean Accuracy
TGDA Hessian
92.1128
93.6464
95.18
96.7136
Mar 31, 2026
Clean Accuracy
Accuracy Drop
Training Time (HRS)
Updated 18d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Accuracy Drop
Training Time (HRS)
TGDA Hessian
Model=MLP
2026.03
98.02
1.48
7.3
KFAC (OURS)
Model=MLP
2026.03
98.02
3.99
3.2
BOME (VF)
Model=MLP
2026.03
98.02
1.63
3
Label Flip
Model=MLP
2026.03
98.02
0.05
-
TGDA Hessian
Model=LR
2026.03
92.34
2.78
0.7
KFAC (OURS)
Model=LR
2026.03
92.34
5.4
0.4
BOME (VF)
Model=LR
2026.03
92.34
2.22
0.4
Label Flip
Model=LR
2026.03
92.34
1.52
-
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