MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST (test)
96.34Target Accuracy
10
MNIST original (test)
0.089Empirical RDP Epsilon
10
MNIST 1,000 held-out points
1Spearman Correlation (ρ)
10
MNIST homogeneous client partitions
97.33Accuracy
10
MNIST
90.54AUAC-F1
10
MNIST Binary
97.2Certified Rate
10
MNIST (test)
99.99Confidence
10
Mnist
89AMI
10
MNIST
1Error Rate (No Attack)
10
MNIST (retained set D\Du)
99.76Macro F1-score
10
MNIST (unlearned set Du)
99.47Macro F1-score
10
MNIST Cross-silo
95.49Classification Accuracy
10
MNIST non-uniform
91.4k-NN Accuracy
10
MNIST Uniform (test)
90.3k-NN Accuracy
10
MNIST
98.94Accuracy (Dr)
10
MNIST Non-IID Scenario 2
100F1 Score
10
MNIST
98Accuracy
10
MNIST (test)
98.8Accuracy
10
MNIST
86.58AUPRC
10
mnist In-Domain
80.14F1 Score
10
MNIST (test)
99.3Accuracy (Clean)
10
MNIST 784-8(8)-1
100Weight Recovery Rate
10
MNIST (val)
0.988SSIM
10
MNIST (test)
97.79Accuracy (Regular)
10
MNIST
0.12NLL
10