CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
0.318MURR
16
CIFAR-10
0.971MURR
16
CIFAR-100
11Communication Rounds (Acc 40%, K=10)
15
CIFAR-10
14Communication Rounds (Acc=70%, K=10)
15
CIFAR-10
78.8Accuracy
15
CIFAR100 Corrupt
50.71Accuracy
15
CIFAR10 AA
12.34DAR
15
CIFAR-100
65.27Accuracy
15
CIFAR-10
89.32Accuracy
15
CIFAR-100 l_inf = 8/255 (test)
73.65Clean Accuracy
15
CIFAR-10 C2→C1
59Accuracy
15
CIFAR-10 C1→C2
59.3Accuracy
15
CIFAR10 32×32 (test)
57VGrad Sensitivity Score
15
CIFAR-10N
96.75Accuracy
15
CIFAR-10
97.24Accuracy (Symmetric 20%)
15
CIFAR-10 IID
99.42Accuracy
15
CIFAR10
1,071,000Additional Arithmetic Operations
15
CIFAR-100
71.1Accuracy (All)
15
CIFAR-100 Bucket 10 Retain
90.13Accuracy
15
CIFAR-100 Bucket 1 Retain
90.32Accuracy
15
CIFAR-10 Bucket 3 Forget
98.29Accuracy
15
CIFAR-10 Bucket 3 Retain
98.61Accuracy
15
CIFAR-10 Bucket 1 Forget
98.2Accuracy
15
CIFAR-10 Bucket 1 Retain
98.46Accuracy
15
cifar100
90,701,179.1Clustering Inertia
15