CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
91.29Orig
7
CIFAR-100
19.99Acc (FGSM, 8/255)
7
CIFAR-10
56.83FGSM Accuracy (8/255)
7
CIFAR-10 100 In-Class
3.44Delta False Acceptance (ΔFA)
7
CIFAR-10 10% Random
0.3Delta FA
7
CIFAR10
94.09mAP (32-bit)
7
CIFAR-10
100Coverage
7
CIFAR-100 random 500 images (test)
35.5Accuracy
7
CIFAR-10 random 500 (test)
14.1Accuracy
7
CIFAR-100 (Equ.T)
71.65Average Total Accuracy (AT)
7
CIFAR-100
65.06APGD Avg Score
7
CIFAR-10
7.04FID
7
CIFAR100-C
76.55Accuracy (Session 0)
7
CIFAR10 real-world (test)
87Accuracy
7
CIFAR-10
100PGD Detection Rate (linf=2/255)
7
CIFAR-100
4.88Fréchet Inception Distance (FID)
7
CIFAR-100
77.9Accuracy
7
CIFAR10
95Reciprocity
7
CIFAR-10 2009 (test)
91.1Marginal Coverage
7
CIFAR100 10 steps (incremental)
85.94Average Accuracy
7
CIFAR-100 Dirichlet alpha=0.5 (test)
14.47Global Accuracy
7
CIFAR-100 Dirichlet alpha=0.3 (test)
15.31Global Accuracy
7
CIFAR-10
72.51Top-1 Accuracy
7
CIFAR-10 (test)
95.9Accuracy
7
CIFAR100 (test)
59.9Accuracy
7