Fashion MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Fashion-MNIST
91.3Accuracy (ACC)
16
Fashion-MNIST
1Time Overhead
15
Fashion MNIST (test)
136.17Test Log Likelihood
15
Fashion MNIST (train)
134.56Final Training Log Likelihood
15
FASHION-MNIST
0MIA Rate
14
Fashion-MNIST Class Unlearning (Dft)
92.5Accuracy
14
Fashion-MNIST Class Unlearning (Drt)
96.71Accuracy
14
Fashion-MNIST Class Unlearning (Dr)
100Accuracy
14
Fashion-MNIST Sample Unlearning (Dt)
95.35Accuracy
14
Fashion-MNIST Sample Unlearning (Dr)
100Accuracy
14
Fashion-MNIST 60k samples (train test)
0.97SC
14
Fashion-MNIST 100 clients (test)
89.39Accuracy
14
Fashion-MNIST 20 clients (test)
89.5Accuracy
14
Fashion-MNIST (train)
196.56Average ELBO
14
Fashion MNIST (test)
89.2Beta Correct (Single)
14
Fashion-MNIST (test)
80.62Top-K Intersection
13
Fashion-MNIST
65.4Training Runtime (s)
12
Fashion-MNIST
70Accuracy
12
Fashion-MNIST
81.58Pre-training Accuracy
12
Fashion-MNIST (val)
73.85Pretrain Accuracy
12
Fashion-MNIST
78.28Pretrain Accuracy
12
Fashion-MNIST
0.39Deletion Score (Zero)
12
Fashion-MNIST (test)
0.818ROC-AUC
12
Fashion-MNIST (FMN)
87Aggregated Local-Global Score
11
Fashion-MNIST
91.3Accuracy
11