CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10
100Balanced Accuracy
19
CIFAR-10 (test)
95.9Clean Accuracy
19
CIFAR-5
22.6Test Error (mean)
19
CIFAR-10 (test)
93.3Accuracy
19
CIFAR-10
1.51FPR (SVHN)
19
CIFAR FS
80.32Accuracy (1-shot)
19
CIFAR-100 (test)
67.5Accuracy
19
CIFAR-100 (train test)
19.3Error Rate
19
CIFAR-10 (train test)
4.19Error Rate
19
CIFAR-10 60% symmetric noise (test)
94.97Accuracy
19
CIFAR-10 40% symmetric noise (test)
95.37Accuracy
19
CIFAR-10-C
88.4Average AUROC
19
CIFAR-10 10% IDN (test)
92.91Accuracy
19
CIFAR-100 Long Tailed Imbalance Ratio 100 (test)
54.2Top-1 Acc
19
CIFAR-10 8/255 (test)
88.11Accuracy (Nominal)
19
CIFAR-10
95.2Accuracy (Nat)
18
CIFAR10
100TPR
18
CIFAR-10
31.6G.acc
18
CIFAR-10
100Accuracy Retained
18
CIFAR-10 Personalized
75.5Accuracy
18
CIFAR-100C
87.18Accuracy
18
CIFAR-10C
82.59Accuracy
18
CIFAR-100
66.02Clean Accuracy
18
CIFAR10
79Certified Accuracy (R=0.00)
18
CIFAR-10 10% random data removal
100Test Accuracy (TA)
18