CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 (test)
59.57Clean Accuracy
10
CIFAR-10
5.24Clean Error
10
CIFAR-100
4.14Running Time (sec)
10
CIFAR100 Dogs
99TPR
10
CIFAR-10
68Accuracy
10
CIFAR100
72.1Accuracy
10
CIFAR10
89.8Accuracy
10
CIFAR-100
87.3Accuracy
10
CIFAR10 Authorized domain
86.7Accuracy
10
CIFAR10 32x32
52.9PSNR
10
CIFAR100 Base0 (test)
69.99Last Accuracy
10
CIFAR-10 non-IID, beta=0.7 (test)
87.13Accuracy
10
CIFAR-10 non-IID, beta=0.5 (test)
0.856Accuracy
10
CIFAR100
22.52Robust Acc
10
CIFAR-10 (test)
71RA
10
CIFAR100-C
37Avg Error Rate
10
CIFAR10-C
11.7Avg Error Rate
10
CIFAR-10 Meta-Dataset (test)
83.7Mean Accuracy
10
CIFAR-10 (test)
95.47Accuracy (Test, Last)
10
CIFAR-100
75.17Clean Accuracy Avg
10
CIFAR-10 (test)
94.57Clean Accuracy Avg
10
CIFAR-100 (test)
74.86Clean Accuracy Avg
10
CIFAR10 l2, epsilon=0.5 (test)
0.8Kendall Tau Correlation
10
CIFAR-100 T=20 (test)
17.4Alast
10
CIFAR-100 T=10 (test)
30.4Alast
10