CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 Cross-Silo, 10 clients
100Average True Positive Rate
3
CIFAR-10
0.96Descent r
3
CIFAR-10 Asym0.4
91.1AUROC
3
CIFAR-10 Sym0.8
90.52AUROC
3
CIFAR-10 Sym0.5
92.29AUROC
3
CIFAR-10 (train test)
92.34Top-1 Accuracy
3
CIFAR-10 alpha=0.1 (test)
81.91Accuracy
3
CIFAR-100-LT (γl = 20, N1 = 50, M1 = 400) (test)
45.3Random Dist. 1 Accuracy
3
CIFAR-10
62.51Accuracy
3
CIFAR10
5.14FID
3
CIFAR-10 M=20, N=500, α=0.5
52.6Dist. Accuracy
3
CIFAR-100 60 base + 8 sessions (test)
84.02Average Accuracy (AA)
3
CIFAR-100
5.58Average Accuracy
3
CIFAR100
4.12ECE
3
CIFAR10
71ECE
3
CIFAR-10 Airbench96 (train)
25.146Training Time (s)
3
CIFAR-10
2.63Time (s)
3
CIFAR-10 20% (test)
0L2 Norm
3
CIFAR-10 (test)
28.32Latency (Base) [ms]
3
CIFAR-100
91.6Accuracy
3
CIFAR-10
40.6ACR
3
CIFAR-100
58.34Accuracy
3
CIFAR-10 (test)
92.51Accuracy
3
CIFAR-10 Seq
1.16Average Forgetting
3
CIFAR-10 conditional 25M images (test)
66.4Precision
3