CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100-C ResNet32 (test)
45.82BA
42
CIFAR-10-C ResNet32 (test)
74.71BA
42
CIFAR-10
82.3Mean Accuracy
42
CIFAR-100
39.8Mean Accuracy
42
CIFAR10
0.256NLL
42
CIFAR-100 ID Average OOD
88.94AUROC
42
CIFAR-10 (test)
94.9Top-1 Accuracy
42
CIFAR-10 (test)
0.5AER
42
CIFAR-100 (test)
56.32Accuracy
42
CIFAR-10
99.99Accuracy (No Defense)
42
CIFAR-10 Long-Tailed (test)
77.27Clean Accuracy
42
CIFAR-10 (test)
94.78Test Accuracy
42
CIFAR-100 Noise Ratio 50%
60.27Accuracy
42
CIFAR-100 Noise Ratio 20%
67.11Accuracy
42
CIFAR-10 Noise Ratio 50%
91.83Accuracy
42
CIFAR-10 Noise Ratio 20%
94.4Accuracy
42
CIFAR-100 (test)
0.691Accuracy
42
CIFAR-100
79.11Student Accuracy
42
CIFAR-10 40% asymmetric noise (test)
95.6Final Accuracy
42
CIFAR-10N (Random 1)
97.39Accuracy
42
CIFAR-10
63.5Average Accuracy
41
CIFAR-100 Dirichlet-0.1 (test)
71.85Accuracy
41
CIFAR-100 B50Inc10
0.86Avg Accuracy
41
CIFAR-10
0Tilde Epsilon
41
Cifar100
85.58Leaf Accuracy
41