MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Shuffled MNIST 10 tasks
97.64Accuracy
7
MNIST Blurry10-Online (test)
92.65A5 Accuracy
7
MNIST (val)
0.97BITS/DIM
7
MNIST (10-fold cross-validation)
81.9Test F1 Score
7
MNIST 1k labeled 59k unlabeled (test)
99.63Accuracy
7
MNIST (test)
127Model Size (kB)
7
MNIST notMNIST
0.996AUROC
7
MNIST Superpixels (75 nodes) (test)
95.22Accuracy
7
MNIST
0.074Generalization Bound
6
MNIST 10-NN (73K)
0.33Time (s)
6
MNIST ε=0.3 (test)
98.85Standard Accuracy
6
MNIST ε=0.1 (test)
99.25Standard Accuracy
6
MNIST 100 seeds (held-out)
4.016Mean p_f
6
MNIST
99.63Accuracy
6
MNIST 9
82.7Accuracy
6
MNIST 7
88.5Accuracy
6
MNIST 5
96.5Accuracy (ACC)
6
MNIST 3
98.9Accuracy
6
MNIST first 50 images (test)
50Robust Count (50 samples)
6
MNIST
6.3Wall-clock Runtime (s)
6
MNIST
83.7AUC
6
MNIST
12Estimated Cluster Numbers
6
MNIST
12Estimated Cluster Number
6
MNIST
36.33Minimum Hold-out Error
6
MNIST
188Execution Time (s)
6