MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST to Rotated MNIST (test)
0.2Translation Error
8
MNIST (test)
37.2EMD
8
MNIST alpha=0.5 (non-IID)
100CBA True Positive Rate (TPR)
8
MNIST
0.029Angular Distortion Index (Class)
8
Mnist 8m
81NMI
8
MNIST Binary Split
0.739Accuracy
8
Permuted MNIST
79.9Accuracy
8
MNIST-Transformers (80% threshold)
0.892Kendall's Tau
8
MNIST
97.7Average Accuracy
8
MNIST
79.673FID@5k
8
MNIST (test)
98.02Clean Accuracy
8
MNIST alpha=0.1 (test)
86.3Accuracy
8
Conflict-AV-MNIST
99.25Precision (0% Conflict)
8
MNIST
28.28PSNR (dB)
8
MNIST
98.24Accuracy
8
MNIST
0KL Divergence
8
MNIST
96.6Average Score
8
Split-MNIST (train test)
98.9Accuracy
8
MNIST digit '3' (K=100) (test)
0.548Novelty (N)
8
MNIST (test)
98.6Standard Accuracy
8
MNIST (test)
98.6Standard Accuracy
8
MNIST
98.6Standard Accuracy
8
MNIST (test)
62.6Accuracy (epsilon=3)
8
MNIST r=0.2 (test)
100Precision
8
MNIST epsilon=0.3 (first 200 examples)
70.5Verified Accuracy
8