CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 (test)
93.27Accuracy (Clean)
8
CIFAR-10
93.27Clean Accuracy
8
CIFAR-100 (S-0)
91Accuracy (All)
8
CIFAR-10 ResNet20 (test)
91.95Accuracy
8
CIFAR-100
88.37AUROC
8
CIFAR-10 (test)
91.19Accuracy
8
CIFAR100 80 known / 20 unknown
86.8AUROC
8
sCIFAR-10 (test)
64.42Accuracy
8
CIFAR-10
87.9F1 Score
8
cifar10
0.74AMI
8
CIFAR-10 Environment
0.828RI
8
CIFAR-10 (test)
95.05Top-1 Accuracy (Base)
8
CIFAR-100 Dir(beta) (test)
84.21Accuracy (beta=0.5)
8
CIFAR
0.605Verified Accuracy
8
CIFAR-100 Sequence 4
0.95AF
8
CIFAR-100 Sequence 2
9.64AF
8
CIFAR-100 Sequence 1
1.85Average Forgetting (AF)
8
CIFAR100
0.013MSE
8
CIFAR-10 Attack Strength = 75% (test)
0.133MSE
8
CIFAR-100 Attack Strength = 75% (test)
0.115MSE (GIA CIFAR-100 75%)
8
CIFAR10 Attack Strength = 25% (test)
0.104MSE
8
CIFAR-10 (test)
74.75Clean Accuracy
8
CIFAR-100
8.37GFLOPs
8
CIFAR100 O=4 overlap
0.485Average Accuracy
8
CIFAR100 O=5 overlap
51.53Average Accuracy
8