MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST (test)
99.3Clean Accuracy
8
MNIST (test)
1.74ACR
8
MNIST-LT
91.34Precision
8
MNIST-LT
97.78Accuracy
8
MNIST
0.932SSIM
8
mnist-784
0.85Cohen's Kappa
8
MNIST
0.013MSE
8
MNIST Attack Strength = 75% (test)
0.157MSE (GIA)
8
MNIST Attack Strength = 25% (test)
0.06MSE
8
MNIST
0.105Silhouette Score
8
MNIST (test)
99.9FGSM (L∞) Accuracy
8
MNIST (train+val)
100Utilized Clusters
8
MNIST 1
97.6F1-macro
8
MNIST 0
95.54F1-macro
8
MNIST 1
99.98AUROC
8
MNIST 0
0.996AUROC
8
MNIST 1
98.6AUPRC
8
MNIST INR
1.89MSE
8
Rotated MNIST unseen future domain
0.07Error Rate
8
MNIST
65.7ACC
8
mnist 10,000 examples (test)
9.8Speedup
8
Hard MNIST
0.465IoU
8
R. MNIST
21Classification Error
8
MNIST vs. Colored-MNIST (test)
1Average Test Power
8
MNIST-M (MM) (test)
95.4Accuracy
8