Fashion MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Fashion-MNIST (test)
163Image Metric 1
6
Fashion MNIST permutation invariant (test)
9.46Test Error (%)
6
Fashion-MNIST
0.13ECE
6
Fashion-MNIST
95.7TNR @ TPR=95%
6
Fashion-MNIST 32x32x1 (test)
69.8AUPR-In
6
Fashion-MNIST 32x32x1
93.5AUROC (%)
6
Fashion-MNIST 32x32x1 (test)
99.8AUPR-Out (C0)
6
Fashion-MNIST
16.9Inferred K_hat
5
Fashion-MNIST sparse setting
0.372Runtime (s)
5
Fashion-MNIST 5%
13.7ARI
5
Fashion-MNIST
6.2Communication Overhead (MB)
5
Fashion-MNIST
97.5Fidelity Transfer (FT)
5
Fashion-MNIST
0.011MSE
5
Fashion-MNIST
0.3Wall-clock Time (hr)
5
Fashion-MNIST
77.6RTE
5
Fashion-MNIST
74.8SVM Accuracy
5
Fashion-MNIST
85.4Centroid Triplet Accuracy
5
Fashion-MNIST
1AUC
5
Fashion MNIST
0.17LCOS
5
Fashion-MNIST
97.01Accuracy (General)
5
Multi-Fashion+MNIST
4.65Expected Calibration Error (ECE)
5
Fashion-MNIST raw-pixel (full)
58.6Accuracy
5
Fashion-MNIST (features)
64.61Accuracy
5
Fashion MNIST
0.9Attack Success Rate
5
Fashion-MNIST
95.8AUPCc'
5