CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
91.38Retention Accuracy (RA)
58
CIFAR-100 10 classes
96.9Retain Accuracy
58
CIFAR-100 20 tasks
79.2Accuracy
58
CIFAR100 Dirichlet-0.6
316Communication Rounds
57
CIFAR100 (in) CIFAR10 (out)
79.78AUROC
57
CIFAR-10
79.91Accuracy
56
CIFAR-10 @54000
96.36mAP
56
CIFAR-100
99.77ASR (Average)
56
CIFAR-10 LT
1.07Average Classwise ECE
56
CIFAR-10
88.41Accuracy
56
CIFAR-10
81.3Mean Accuracy
56
CIFAR-100C Level 5 (test)
73.2Mean Accuracy (C5)
56
CIFAR-10N ResNet-18 (test)
95.6Clean Accuracy
55
CIFAR100
91.6Mean Accuracy
55
CIFAR-100 LT (IF=100)
58.6Top-1 Acc
55
CIFAR10
98Top-1 Acc
55
CIFAR-10 (test)
1AUC
54
CIFAR-100 standard (Forget)
87.2Accuracy (CIFAR-100 Forget)
54
CIFAR-100 standard (Retain)
76.5Accuracy
54
CIFAR-10 standard (Retain)
95.37Accuracy
54
CIFAR-10 (test)
85.7Accuracy
54
CIFAR-10 Average OOD ID (test)
0.8FPR@95
54
CIFAR-10
100Retain Accuracy
54
CIFAR-10 clean (test)
88.14Test Accuracy
54
CIFAR10 (test)
99.2Top-1 Accuracy
54