CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10
93.92Accuracy
28
CIFAR-100
95.6Top-1 Accuracy
28
CIFAR-10
-0.96Delta-Top1
28
CIFAR-10 OOD (Averaged Performance) (test)
99.12AUROC
28
CIFAR-100 Long-Tailed (rho=50) (test)
60.5Top-1 Accuracy
28
CIFAR-10
92.5AUC
28
CIFAR-100 10000 labels (test)
16.24Error Rate
28
CIFAR-10 20% IDN (test)
92.26Accuracy
28
CIFAR-100 vs iSUN
99.75AUROC
28
CIFAR10
68.95GM Score
27
CIFAR-100 (test)
0.669FLOPs-based Accuracy-Retention AUC
27
CIFAR-100 coarse (test)
97.76Accuracy (Test)
27
CIFAR20 Average D0-D3
96.5Accuracy
27
CIFAR20 Domain D3
95.75Accuracy
27
CIFAR20 Domain D2
96.7Accuracy
27
CIFAR20 Domain D0
98.1Accuracy
27
CIFAR-100
69.8SSIM
27
CIFAR10 Dirichlet-0.6 (test)
1,000Communication Rounds
27
Cifar-100 (test)
58.88FPR@95
27
CIFAR-10
100F1 Score
27
CIFAR-10
0.73Top-1 Accuracy (Delta %)
27
CIFAR-10 Random Forget (50%)
100Unlearn Acc
27
CIFAR-100-LT (IF=200)
52.4Top-1 Acc
27
CIFAR-10 vs CIFAR-10.1
1Average Rejection Rate
27
CIFAR-10
0.355MAE
27