MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST 3vsAll (test)
100Accuracy
9
MNIST 2vsAll (test)
100Accuracy
9
MNIST 1vsAll (test)
100Accuracy
9
MNIST 0vsAll (test)
100Accuracy
9
MNIST
97Clustering Purity
9
MNIST
10.18Clean Accuracy
9
MNIST (test)
97Accuracy (Clean)
9
MNIST LeNet5 (test)
0.071Gamma (Efficiency Rate)
9
MNIST
2.919Efficiency Rate
9
Rotated MNIST
11.9AutoAttack Success Rate
9
MNIST → FMNIST
99.29Mean Performance (MP)
9
MNIST → KMNIST
99.8Mean Prediction Probability (MP)
9
MNIST
99.58Accuracy
9
MNIST binarized
2.04Inception Score
9
MNIST
11AUPRC
9
MNIST alpha=0.5 (non-IID)
99.28CBA MTA
9
MNIST 1.0 (test)
0.135Recon Error
9
MNIST 1.0 (test)
50Concept
9
MNIST
99.2Accuracy
9
MNIST
54.43Precision-s
9
MNIST
185.42Scaling Equivariance Error
9
MNIST L2PGD attack
54.42Adversarial Coverage
9
MNIST to FashionMNIST
35.73OOD Coverage
9
MNIST
99.98ID Accuracy
9
MNIST
63.6Top-1 Accuracy
9