MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST
2.12Log Time
10
MNIST non-i.i.d. (test)
93.08Accuracy
10
MNIST
99.5ACC
10
Rotated MNIST
73Similarity Score
10
Rotated MNIST
0.93Spearman Corr
10
Rotated MNIST
0.96V-Score
10
Multi-domain MNIST (train)
99.47Accuracy (Clean)
10
Multi-domain MNIST (test)
97.24Acc (Rotated)
10
MNIST
0.95Relative Error vs. Random
10
MNIST LeNet5 (test)
0.992Pretrain Accuracy
10
MNIST
93.49Pretraining Accuracy
10
MNIST
97Accuracy
10
MNIST
0.954Average G-mean
10
MNIST
98Accuracy
10
MNIST Meta-Dataset (test)
97.1Mean Accuracy
10
MNIST-M (target)
0.531Average Accuracy
10
MNIST standard (test)
98.245Accuracy
10
MNIST-1k
61.9Accuracy
10
MNIST
27.68PSNR
10
MNIST first 100 examples (test)
397.25Local Lipschitz Constant Value
10
MNIST
41,084Throughput (QPS)
10
MNIST
80.6Triplet Centroid Accuracy
10
MNIST (test)
99.9Validity Score
10
MNIST [0-4] (ID) vs [5-9] (OOD) (unlabeled set)
99AUROC
10
mnist (test)
-86.9Log-likelihood
10