Fashion MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Fashion-MNIST
0.356KL Divergence (0.01)
5
Fashion-MNIST (set s2)
40.67FID
4
Fashion-MNIST (set s1)
36.72FID
4
Fashion-MNIST
88SPSC/LinUCB Ratio
4
sFashion-MNIST
81.1Fold 1 Accuracy
4
Fashion-MNIST (test)
79.35kNN Accuracy
4
FASHION-MNIST
2,542,000Throughput (QPS)
4
Fashion-MNIST
11.7Verification Overhead (s)
4
Fashion-MNIST
51.5Accuracy
4
Fashion-MNIST Concept Shift, sem. Rich (test)
95Accuracy
4
Fashion-MNIST Covariate Shift, Rotated, K=4 (test)
90Accuracy
4
Fashion-MNIST homogeneous (test)
84.1Test Accuracy
4
Fashion MNIST
59.66LISR
4
Fashion MNIST
25.9Error Rate
4
Fashion-MNIST seasonal setup
88Final Accuracy
4
FASHION-MNIST (val)
0.01L1 Loss
4
Fashion-MNIST
2.5BA
4
Fashion-MNIST (test)
0.02BadNet Execution Time
4
Fashion MNIST (train+val)
100Utilized Clusters
4
fashion MNIST
219.85ESS/s
3
Fashion-MNIST 20%
92.52Balanced Accuracy
3
Fashion-MNIST
14.3Recall@15
3
Fashion-MNIST
79.8kNN Accuracy
3
Fashion MNIST
-355.46Avg Log-Likelihood
3
Fashion-MNIST watermarked (random colors) (test)
80.46Accuracy
3