CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 (test)
77.92Top-1 Acc
23
OL-CIFAR100 (Tasks 0-6)
81.55Accuracy (%)
23
CIFAR-10 Cross-Silo, alpha=0.5
75.09Top-1 Accuracy
22
CIFAR-10 Cross-Silo, alpha=0.2
68.87Top-1 Accuracy
22
CIFAR-10 Cross-Device alpha=0.5
66.94Top-1 Accuracy
22
CIFAR-100
46.9Accuracy (Last Task)
22
CIFAR-10 50K 32x32 (test)
1.87FID
22
CIFAR-10 balanced setting (test)
3.06Top-1 Error Rate
22
CIFAR100
73.81Accuracy
22
CIFAR10 (test)
91.1Standard Accuracy
22
CIFAR-10
76.85Accuracy
22
CIFAR-100
64.45Accuracy
22
CIFAR-10
75.39Accuracy
22
CIFAR-100 WRN34-10 (test)
78.89SA Success Rate
22
CIFAR10 downstream (test)
96.22Balanced Accuracy
22
CIFAR-100
0.23Brier Score
22
CIFAR-10
0.05Brier Score
22
CIFAR10
82.63Robust Accuracy
22
CIFAR-100
1.1FPR95 (EMNIST)
22
CIFAR-10 modified (test)
90.7Accuracy
22
CIFAR100-LT Imbalance Factor 10
66.8Top-1 Acc
22
CIFAR10 (test)
2.47FPR95 (SVHN)
22
CIFAR-10 iid (test)
89.23Accuracy
22
CIFAR-100 (test)
81.65Accuracy
22
CIFAR-100-LT-100 balanced (test)
16.48Top-1 Error Rate
22