Fashion MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Fashion-MNIST-Corrupted (test)
88.92Accuracy
3
Fashion-MNIST
15.6Empirical Risk (Rs)
3
Rotated Fashion-MNIST Out-of-distribution (test)
80.8Accuracy
3
Rotated Fashion-MNIST In-distribution (test)
90.9Accuracy
3
Fashion-MNIST
0.86mAP@10
3
Rotated Fashion-MNIST out-domain
78.9Accuracy
3
Rotated Fashion-MNIST (in-domain)
89.7Accuracy
3
Fashion-MNIST
94.24Top-1 Accuracy (Best)
2
Fashion MNIST (test)
84.83Macro F1-score
2
Fashion-MNIST 500 samples (held-out)
96.6Success Rate (%)
2
Fashion MNIST (test)
-224.79ELBO
2
Fashion-MNIST averaged across 45 binary pairs
91Clean Accuracy
2
Fashion-MNIST (train)
65.8ACC
2
Fashion-MNIST (one vs. rest)
94.7Mean AUC
2
Fashion MNIST
16.16CMI Score
2
Fashion-MNIST (20% val)
97.2Accept Accuracy
1
Fashion-MNIST
0.011Average K
1
Fashion-MNIST Rotated
0.96Spearman Rho
1
Fashion-MNIST Split
0.814Spearman's rho
1
Fashion-MNIST to CIFAR-10 Transfer Learning
0.731Spearman Correlation (rs)
1
Fashion-MNIST
25.22Donor Best Top-1 Accuracy Change
1
Fashion MNIST (sample)
0.561Result [14]
1
Fashion MNIST 10% split (val)
284.1NLL
1
Fashion-MNIST
—Primary metric
0