CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
72.02Accuracy (Clean)
7
CIFAR-10
92.28Accuracy (Clean)
7
CIFAR-100
0.826V-ID
7
CIFAR-10
0.922V-ID
7
CIFAR-10/100 (test)
0.117Power (mJ)
7
CIFAR10
25Mean TPR @ 0.05 FPR
7
CIFAR10
100Mean TPR @ 0.05 FPR
7
CIFAR-10 vs CIFAR-100
88.27Mean Precision (MP)
7
CIFAR-10
91.29Accuracy
7
CIFAR100
84.73Top-1 Accuracy
7
CIFAR-10
2.28Runtime (s)
7
CIFAR-10 (val)
90.5Peak Validation Range
7
CIFAR-10 Dirichlet (alpha=0.5)
90.26Local Accuracy (PAcc)
7
CIFAR-10 Dirichlet (alpha=1)
85.86Local Accuracy
7
CIFAR-100
65.65Personalized Accuracy
7
CIFAR-10
87.61Personalized Accuracy
7
CIFAR-100 20
81Dtar,1 Accuracy
7
CIFAR-100 5
0.85D_tar,1
7
CIFAR-100 20% Symmetric Noise (test)
74.8AUROC
7
CIFAR-10
91.3LPR
7
CIFAR-10 class-wise 'truck' removal (test)
100Accuracy (Retain)
7
CIFAR-10 50% random data removal
100Retain Accuracy
7
CIFAR-100
79.5Accuracy
7
CIFAR-10
96.1Accuracy
7
CIFAR-100
68.19HM
7