MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
17,770Additional Arithmetic Operations
15
MNIST Partial Class C=5 (test)
95.017Average Accuracy
15
MNIST Rotation
94.501Average Accuracy
15
MNIST Partial Class C=5
95.017Accuracy
15
MNIST Partial Class C=2 (test)
93.675Accuracy
15
MNIST to Fashion MNIST (test)
74.1Accuracy
15
MNIST (test)
97.9Accuracy
15
MNIST 28x28 (test)
98.2F1 Score (8)
15
MNIST (i.i.d.)
99.08Test Accuracy
15
MNIST (test)
77.48Pretrain Accuracy
15
MNIST pretrained VAE decoder (test)
-82.406log Z
15
MNIST (5/2)
98.3Accuracy
15
MNIST Multi-class
78.3AUPRC
15
MNIST Domain Generalization
62.86Acc (SVHN)
15
MNIST (train)
0.998AUC
15
MNIST (test)
99.46Accuracy (Natural)
15
MNIST (test)
1Rejection Rate
15
MNIST vectorized (test)
0.042NLL
15
Dynamic MNIST (train)
60.22Final Log Likelihood
15
MNIST
99NMI
15
MNIST to MNIST-M
98.7Accuracy
15
MNIST (test)
1.91-NN Error
15
MNIST (test)
0.002MSE
15
MNIST
100Testing Power
15
MNIST Linf norm first 100 examples (test)
9,900Certified Ratio
15