MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
13.326PSNR
3
MNIST (pooled train and val)
63.96Triplet Accuracy
3
MNIST
99.21Accuracy
3
MNIST 0/1
97.7Accuracy
3
MNIST Superpixel
91.11Accuracy
3
MNIST
85.5AUROC
3
mnist
98.2AUROC
3
MNIST
94.1Adversary AUC
3
MNIST
0.987Utility AUC
3
MNIST
87AMI
3
MNIST
36.95Wrong Feature Percentage
3
MNIST
0L2 Norm
3
MNIST Brightness constraint
5.86FID
3
MNIST
97kNN Accuracy
3
MNIST (test)
97.68Micro F1-score
3
MNIST retained set (D_r)
98.92micro F1-score
3
MNIST unlearned set (D_u)
98.1Micro F1-score
3
MNIST 784 5%
11.44ARI
3
MNIST
0.002Latency (LAN)
3
MNIST blur
-7.81Average Log-Likelihood
3
MNIST
-3.05Average Log-Likelihood
3
MNIST
2.64Average Time (s/epoch)
3
MNIST (Df)
80.57MIA Success Rate
3
MNIST (Dr)
81.13MIA Success Rate
3
MNIST
61.47PSNR (Backdoor)
3