CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10 v1 (Clean)
92.36Accuracy
84
CIFAR-10N (Aggregate)
97.65Accuracy
84
CIFAR10
98.9Accuracy
83
CIFAR-100-LT Imbalance Ratio 10
91.8Top-1 Acc
83
CIFAR-100 LT (IF=50)
63.9Top-1 Acc
82
CIFAR-100 400 labels
31.39Error Rate
82
CIFAR-10 Long-tailed (val)
91.75Top-1 Acc
82
CIFAR-10-C continual temporal streams 1.0 (test)
76.11Top-1 Accuracy
81
CIFAR-10 40 labels
4.44Error Rate
81
CIFAR-10 standard (test)
94.89Accuracy
81
CIFAR-10 (val)
25.7Error Rate
80
CIFAR-100 (test)
82.71Accuracy
80
CIFAR-10
95Attack Accuracy
80
CIFAR10 (test)
0.116Error Rate
80
CIFAR-10 (test)
88.1Accuracy
79
CIFAR-10
1.97FID
79
CIFAR10-DVS
92.5Accuracy
78
CIFAR-100 (test)
78.93Accuracy
78
CIFAR-FS
91.35Accuracy (5-way 1-shot)
78
CIFAR-10 (train/test)
1.803FID
78
CIFAR-100 (test)
21Test Error Rate (TER)
77
CIFAR-10
22TER
77
CIFAR-10
96.18Accuracy
76
CIFAR-100 Symmetric Noise (test)
81.9Accuracy
76
CIFAR10
0.981AUROC
76