MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST (test)
27.59PSNR (Sample)
7
MNIST M6 Disjoint Set
94PKS
7
MNIST
94.6F1 Score
7
MNIST
0.7Total Data Transmission (GB)
7
MNIST pixel-based RAG
98.14Accuracy
7
MNIST
98.47Robustness BA
7
mnist
0.75AMI
7
mnist (full)
67.23Recall
7
MNIST Diri(0.1)
8.731Var(Acc)
7
MNIST Split
86Validation Accuracy
7
MNIST
14.1HELR (ms/it)
7
MNIST
98.89Clean Accuracy
7
MNIST
98.3Accuracy
7
MNIST (test)
-0.037Log-likelihood
7
MNIST Non-binarized original (test)
695.11Test Log-Likelihood Bound (100-point)
7
MNIST
0.342AUPRC (Digit 1)
7
MNIST 10%
88.8AUC
7
MNIST 5%
0.904AUC
7
MNIST 1%
0.919AUC
7
Color-MNIST Label Noise 0.4 (test)
90.09Mean Accuracy
7
MNIST LN 0.4 (test)
88.84Mean Accuracy
7
MNIST LN 0.2 (test)
91.44Accuracy
7
Rotated MNIST (test)
0.103Average NMSE
7
MNIST Heldout Digit 9 1 (test)
70.5AUPRC
7
MNIST Heldout Digit 7 1 (test)
0.801AUPRC
7