Fashion MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Fashion-MNIST standard (test)
2.5FID
9
Structured Noise Fashion MNIST (test)
75Accuracy
9
Structured Noise Fashion MNIST (train)
84.66Accuracy
9
Colored Fashion MNIST (test)
75Accuracy
9
Colored Fashion MNIST (train)
84.39Accuracy
9
Fashion-MNIST (test)
10.3FID
9
Fashion-MNIST
46Communication Rounds
8
Fashion-MNIST Original (test)
93.99Top-1 Accuracy
8
Fashion MNIST Pathological Non-IID
99.07Accuracy
8
Fashion+MNIST (10-fold CV)
2.935Hypervolume (HV)
8
Fashion-MNIST alpha=0.5 (non-IID)
100CBA TPR
8
Fashion-MNIST
70.8Clean Accuracy
8
Fashion-MNIST
0.014MSE
8
Fashion-MNIST
0.24KL Divergence
8
Fashion-MNIST r=0.2 (test)
100Precision
8
Fashion-MNIST alpha = 0.5
6Communication Rounds
8
Fashion-MNIST IID
6Communication Rounds
8
Fashion-MNIST (test)
0.473Outer Loss
8
Fashion-MNIST
94.9Clean Accuracy
8
Fashion MNIST 66 (test)
96.91Accuracy
8
Fashion MNIST Noisy Non-IID
87.39Accuracy
7
FASHION-MNIST RECOURSE
91.7Accuracy
7
Fashion-MNIST
82.9Clean Accuracy
7
Fashion-Mnist
57.4DP
7
Fashion-MNIST
88.5Accuracy
7