CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 NDS ResNeXt-A (test)
94.99Test Accuracy
1
CIFAR-100 5000 labels (test)
0.318Error Rate
1
CIFAR-100 1000 labels (test)
58.73Error Rate
1
CIFAR-100
0.2GPU Hours
1
CIFAR-10
68.5F8 Score
1
CIFAR-100 All
90AUROC
1
CIFAR-10 All
96AUROC
1
CIFAR-10 ship class (test)
—Primary metric
0
CIFAR-10 10% label 1.0
—Accuracy
0
CIFAR-10
—Clean Accuracy
0
CIFAR-100
—Clean Accuracy
0
CIFAR-10
—Primary metric
0
CIFAR-10
—Clean Accuracy
0
CIFAR-10
—Clean Accuracy
0
CIFAR-100
—Robust Accuracy
0
CIFAR-10
—Robust Accuracy
0
CIFAR10 standard (test)
—Primary metric
0
CIFAR-10 (test)
—Primary metric
0
CIFAR-10 (test)
—Accuracy (SA)
0
CIFAR-100 (test)
—SA
0
CIFAR-10 (test)
—Retention Accuracy
0
CIFAR-100 ResNet-18 (test)
—Primary metric
0
CIFAR-10 ResNet-18 (test)
—Primary metric
0
CIFAR-10
—Primary metric
0
CIFAR-10
—Top-1 Accuracy
0