MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
99Accuracy
14
MNIST modular arithmetic (train)
99.94Train Accuracy
14
MNIST (Shards)
1RES
14
MNIST Dirichlet
100RES
14
MNIST (IID)
1RES
14
MNIST Rotated
98.03Accuracy (%)
14
MNIST (test)
96.97Accuracy
14
MNIST (test)
99.21Accuracy (ε=10)
14
MNIST
86Accuracy
14
MNIST
0.99MCC
14
MNIST (train)
692.37Avg ELBO
14
MNIST Source (test)
69.67Accuracy (SVHN)
14
MNIST MT
99Accuracy (Watermark Patch)
14
MNIST (test)
84.44Top-1 Accuracy
14
MNIST permutation-invariant (test)
212Incorrect Test Examples Count
14
MNIST permuted
96.3Accuracy
14
MNIST ordered
99.4Accuracy
14
MNIST-4 (test)
93.5Test Accuracy
14
MNIST (test)
98.4Accuracy (Full)
13
MNIST
0.958R2
13
MNIST MDCII Order-I
94Transfer Accuracy
13
MNIST
84.66Intrinsic Dimension Estimate
13
MNIST → FMNIST
99.99AUPR (Epistemic)
13
MNIST → KMNIST
99.96AUPR (Epistemic)
13
MNIST → FMNIST
99.99Epistemic AUROC
13