MNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
MNIST (test)
98.1Accuracy
44
Permuted-MNIST
98.6Mean Test Accuracy
44
binarized MNIST 28x28 (test)
81.3Test LogL
44
MNIST-1797
0.007Gini Coefficient
42
MNIST
0.21ECE
42
MNIST Deepfool perturbed (test)
98.54Accuracy
42
MNIST CW perturbed (test)
98.15Accuracy
42
MNIST PGD perturbed (test)
99.58Accuracy
42
Mnist-r (test)
98.23Average Test AUC
42
MNIST
68.67AUC R_NX Score
42
MNIST ordered pixels (test)
99.2Accuracy
42
MNIST DIRICHLET partition (test)
94.71Accuracy
41
MNIST (train)
0Training Loss
41
MNIST
99.8Accuracy
40
MNIST (test)
1Test Power
40
MNIST (test)
61Clean Error
40
MNIST-scale (test)
1.42Classification Error
40
Rotated-MNIST
98.2Mean Accuracy
40
MNIST
0.42Error Rate
40
MNIST
100Accuracy Retention (ACCr)
39
MNIST (test)
98.39Accuracy
38
MNIST
61ARI
37
MNIST (test)
0.71MSE
36
MNIST Memorized (train folds M1-M5)
1.07pks
36
MNIST Real vs DCGAN samples (test)
100Test Power
36