CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10 v1 (test)
94Retention Accuracy (Accr)
31
CIFAR-100
97.32Average Accuracy
31
CIFAR-10 (test)
94.64Accuracy
31
CIFAR-10 standard (test)
4.08Top-1 Error Rate
31
CIFAR100 (10/10)
28.6Accuracy
31
CIFAR10 (5/2)
55.6Accuracy
31
CIFAR-100
78.8Accuracy
31
CIFAR-10
96.78Accuracy
31
CIFAR-100 non-IID alpha=0.1
66.98Accuracy
31
CIFAR-10
85.9Accuracy (Natural)
31
CIFAR-10
99.8AUROC
31
CIFAR-100
35.2Average FPR95
31
CIFAR100
90.61Clustering Accuracy
31
CIFAR-10 10% labeled data (test)
79.03All Accuracy
31
CIFAR-10 (test)
79.54FGSM Attack Accuracy
30
CIFAR-10
0.031Empirical εα
30
CIFAR-10
95.2Gauss Score
30
CIFAR-100 40% symmetric label noise
59.81Accuracy
30
CIFAR-100 30% symmetric label noise
60.42Accuracy
30
CIFAR-100
56.5Average Accuracy
30
CIFAR-10
76.1Average Accuracy
30
CIFAR-10 (test)
9.8Average Forgetting
30
CIFAR10
97.4mAP
30
CIFAR100
99.6AUC
30
CIFAR-10 (test)
4.3MSE
30