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Machine Unlearning on MNIST (test)

Machine Unlearning on MNIST (test)

97.68Micro F1-scoreNegGrad+

Updated 6mo ago

Evaluation results

Method	Links
NegGrad+2024.08		97.68
SCRUB2024.08		97.25
ℓ-1 Sparse2024.08		97.24

State-of-the-art paper

NegGrad+

Model Sparsity Can Simplify Machine Unlearning

Dataset

MNIST

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Related benchmarks

Image Classification on MNIST unlearned set Image Classification on MNIST Dr (retained set)Image Classification on MNIST (test) (Micro F1-score)Image Classification on CIFAR-10 unlearned set Image Classification on CIFAR-10 retained set (Dr)

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