MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
15.01Relative Error
6
mnist
95.79Accuracy
6
MNIST LS K=3 60k (test)
98.03Top-1 Accuracy
6
MNIST LS K=2 60k (test)
98.18Top-1 Accuracy
6
MNIST LS K=1 60k (test)
98.39Top-1 Accuracy
6
MNIST Dir 0.1 60k (test)
96.89Top-1 Accuracy
6
MNIST Dir 0.5 60k (test)
98.15Top-1 Accuracy
6
MNIST Dir 0.8 60k (test)
98.52Top-1 Accuracy
6
MNIST IID 60k (test)
98.5Top-1 Accuracy
6
MNIST LS K=3 1797
96.55Top-1 Accuracy
6
MNIST LS K=2 1797
96.98Top-1 Accuracy
6
MNIST 1797 LS K=1
96.95Top-1 Accuracy
6
MNIST 1797 Dir 0.1
93.98Top-1 Accuracy
6
MNIST IID 1797
96.94Top-1 Accuracy
6
MNIST 60k LS K=3
0.004Gini Coefficient
6
MNIST-60k LS K=2
0.006Gini Coefficient
6
MNIST 60k LS K=1
0.004Gini Coefficient
6
MNIST 60k Dir 0.1
0.009Gini Coefficient
6
MNIST 60k Dir 0.5
0.002Gini Coefficient
6
MNIST 60k Dir 0.8
0.003Gini Coefficient
6
MNIST-60k IID
0.003Gini Coefficient
6
MNIST CNN
1Spearman's Rho
6
MNIST WKNN
1Correlation (rho)
6
MNIST (10% samples forgotten)
50.2LPR
6
MNIST 5% samples forgotten
50.4LPR (%)
6