fMNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FMNIST (test)
32.466Starting Perturbation Magnitude (L^e, x10^-7)
8
FMNIST
9.19CW 1WD @3
8
FMNIST (train)
0Communication (Gbit)
8
fmnist (test)
7.6Speedup
8
FMNIST binarized (test)
2.8Weighted Accuracy Drop
8
FMNIST
57AUC
8
FMNIST Large
85.42GM Score
7
FMNIST Medium
83.92GM
7
FMNIST Small
81.53GM Score
7
cFMNIST
1Training Time
7
FMNIST
0.09Reconstruction Error
7
FMNIST Dirichlet alpha=0.5 (test)
88.12Global Accuracy
7
FMNIST Dirichlet alpha=0.3 (test)
87.1Global Accuracy
7
FMNIST
0.83Gini Index
6
FMNIST
32ROAD-AOPC
6
FMNIST-MIPL r=2 (test)
42.51Reduction in Error
6
FMNIST-MIPL r=1 (test)
48.2Reduction in Error
6
FMNIST D_t
93.52Accuracy
6
FMNIST Du (unlearn)
94.51Accuracy
6
FMNIST Dr (retain)
94.36Accuracy
6
FMNIST
60Communication Rounds
6
FMNIST (test)
85.28Accuracy (epsilon=1)
5
FMNIST
11.9Error Rate
5
FMNIST (val)
87BVS
5
FMNIST (test)
81.4Accuracy
4