MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST Digit-8
32.53Privacy Utility Loss (PUL)
5
MNIST Digit-1
90.07PUL (%)
5
MNIST uniform label noise η=0.2 (7-fold CV)
97.43Accuracy (7-fold CV)
5
MNIST
65.6Accuracy
5
MNIST
64.8NMI
5
p-sMNIST
96.21Accuracy
5
sMNIST
97.82Accuracy
5
MNIST (1% train set)
97.04VP Score
5
MNIST (10% train)
98.85VP Score
5
MNIST
88Execution Time
5
MNIST
0.94Mask Metric
5
MNIST
88NMI
5
MNIST
0.02MSE
5
MNIST (test)
103.9Fitness
5
MNIST
0.08Empirical Delta
5
MNIST
96.4Accuracy
5
MNIST
62.5Random Triplet Accuracy (RTE)
5
MNIST
97SVM Accuracy
5
MNIST
74.9Centroid Triplet Accuracy (CTE)
5
Unbalanced MNIST (test)
59.2WGA
5
MNIST
1AUC
5
MNIST
97.76Macro Accuracy
5
MNIST
0.96ACC
5
MNIST even/odd (test)
-0E[logr(x)]
5
MNIST (test)
-2.16E[logr(x)]
5