CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
88Accuracy
66
CIFAR-10 standard (test)
96.2Accuracy
66
CIFAR-10 ID CIFAR-100 OOD
96AUC
66
CIFAR-10
100Retain Accuracy
66
CIFAR100 10 Tasks
94.25Accuracy
66
CIFAR-100
92.51AUROC
66
CIFAR-100 (test)
92.75Retain Acc
66
CIFAR100
74.83Top-1 Accuracy
65
CIFAR-100 Dir-0.1
89.67Accuracy
65
CIFAR10 (train)
17.85Training Time (s)
65
CIFAR-10-LT (val)
91.42Top-1 Acc
65
CIFAR10
0.066Wall Time
64
CIFAR100
0.073Wall Time
64
CIFAR-10
99.9Clean Accuracy
64
Imbalanced CIFAR-10 (val)
10.99Top-1 Error
64
CIFAR-10 32x32 (50K samples)
48NFE
64
CIFAR-10
92.32Accuracy
63
CIFAR-10 (test)
100TPR
63
CIFAR-10 (Forget)
99.05Accuracy
63
CIFAR-100 B0_Inc5
96.37Average Accuracy
63
CIFAR10 (train)
0.31ASR
63
CIFAR100
3.86FID
63
CIFAR-FS (test)
87.281-shot Acc
63
CIFAR-100 Skewed (test)
85.94Accuracy
62
CIFAR10
91.8Top-1 Clean Acc
62