MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
94.9Clean Accuracy
7
MNIST
94.5Clean Accuracy
7
MNIST
92.7DP
7
MNIST-C (test)
92.43AUPR
7
MNIST Dt (test)
97.5Micro F1-score
7
MNIST Dr (retained set)
98.37Micro F1-score
7
MNIST unlearned set
98.3Micro F1-score
7
MNIST
99.6Accuracy
7
MNIST
98.51ACC
7
MNIST
99.4Clean Accuracy
7
MNIST
842.3Cumulative Regret
7
MNIST K=2 sources (full)
30.23PSNR
7
MNIST 1D binarized / original 2D (5,000 random samples, 10-fold cross val)
97.4Test Accuracy
7
MNIST
98.4LOO R2
7
MNIST
1AUC (Pruning)
7
MNIST (test)
86.55Generalization Bound
7
MNIST
28.81Dependence (X, Y')
7
MNIST ADD
94Accuracy
7
MNIST digit 8
0.209Metric N (Digit 8 Subset)
7
MNIST (digit 1)
0N Metric
7
MNIST digit 1
0.18N
7
MNIST original (test)
100Background Accuracy
7
MNIST S=600 (train)
88.44Best Accuracy
7
MNIST LabelSkew(4) (test)
4.125Accuracy Variance
7
MNIST Diri(1.0) (test)
5.87Accuracy Variance
7