MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST → KMNIST
99.95Epistemic AUROC
13
MNIST first 100 images (test)
100Certified Rate
13
MNIST (Dir(0.1))
99.34Accuracy (%)
13
MNIST
62.46Accuracy (ACC)
13
MNIST (test)
98.5AUC
13
MNIST
85NMI
13
MNIST 784-16(8)-1
0.01Time (s)
13
MNIST
97.9Acc
13
MNIST non-iid (4 classes/client) (test)
99Accuracy
13
MNIST
97.1OOD Score
13
MNIST (test)
0.051MSE
13
MNIST (test)
98.5Test Accuracy
13
Rotated MNIST
99.66Accuracy
13
MNIST latent dimension 16 (test)
8.53FID
13
MNIST Deep first 1000 images (val)
-11.5Relative Verification Bound
13
MNIST FFNet first 1000 images (val)
-6.5Relative Verification Bound
13
MNIST Wide
1.5Execution Time
13
MNIST Deep
2.5Time
13
MNIST (test)
56.13Top-K Intersection
13
MNIST standard (test)
1.6FID
13
Dynamically binarized MNIST (test)
-97.62NELBO
13
Annotated MNIST (Untransformed)
99.96Hit Ratio
13
Annotated MNIST (Transformed)
99.93Pointing Game Hit Ratio
13
MNIST Sym-50% (test)
98.38Accuracy
13
MNIST Sym-20% (test)
0.989Accuracy
13