CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 shadow dataset (test)
45Original SIA Success Rate
4
CIFAR-100 (test)
73.05Clean Accuracy
4
CIFAR-10 (test)
90.89Clean Accuracy
4
CIFAR-10
82.1Top-1 Accuracy
4
CIFAR10 (test)
0.152MSE
4
CIFAR
93.8Accuracy
4
CIFAR-100 linear evaluation
46.54Clean Accuracy
4
CIFAR10
96.09Standard Accuracy
4
CIFAR-10
21.64LISR
4
CIFAR-10
99.8Average Queries
4
CIFAR10 (long-tail)
98.8Accuracy (Long Classes)
4
CIFAR-100
0.525Communication (GB)
4
CIFAR-100 (test)
53.32Accuracy
4
CIFAR-100-LT beta=100 (test)
51.66Accuracy
4
CIFAR-10 (train)
0.51Spearman Corr (LiRA Score)
4
CIFAR-10
10.7Total Time (h)
4
CIFAR-10 (test)
80.43Accuracy
4
CIFAR-100
73.76Accuracy
4
CIFAR-10 zero-shot
93.2Accuracy
4
CIFAR-100-LT (test)
37.76Balanced Acc
4
CIFAR10 32x32 (test)
94.2Accuracy
4
CIFAR10
0.089Estimation Error
4
CIFAR-100
72.95AUROC (TinyImageNet)
4
CIFAR-10
78.04AUROC (SVHN)
4
CIFAR-10C frost level 4
16.9Error Rate
4