CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
97.19ASR
25
CIFAR-10 (train)
0.006Training Loss
25
CIFAR-10
2.58FID
25
CIFAR-10 class forgetting (test)
97.3Au
25
CIFAR-10 random sampling (test)
96.38Au
25
CIFAR100
64.24Robust Accuracy
25
CIFAR-10 automobile vs. cat
99.8AUC
25
CIFAR-10
100FGSM Acc
25
CIFAR-100 (test)
1,800TPR@0.1%FPR
25
CIFAR-10 (test)
77.67Accuracy
25
CIFAR-100 LT IF=10
65.5Top-1 Accuracy
25
CIFAR-100 50+50
74.71Joint Accuracy
25
CIFAR-10H (test)
100Coverage
25
S-CIFAR-10
-25.71BWT Score
25
CIFAR-100
87.3NMI
25
CIFAR-100-LT IR=100 (test)
55.9Accuracy
25
CIFAR-100 Clean Labels
81.79Accuracy
25
CIFAR-10
2.2FID
25
CIFAR-10
96.8Accuracy (Seen)
25
CIFAR-10 average of 10 tasks (test)
91.7AUC
25
CIFAR-10H
2.01Error Rate (%)
25
CIFAR-10 standard (test)
0.983AUROC
25
CIFAR-10 (test)
90.4Airplane Score
25
CIFAR-10 32x32x3 (test)
95.7AUPR (Class 0)
25
CIFAR-100 1.0 (test)
26.49Clean AURC
24