CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10
94.78Clean Accuracy
122
CIFAR-10
100AUROC
121
CIFAR-10
98AUC
120
CIFAR-10 vs CIFAR-100 (test)
97.63AUROC
119
CIFAR-100
87.1Nominal Accuracy
116
CIFAR-10 (test)
100AUROC
115
CIFAR10
96.78Top-1 Accuracy
114
CIFAR-100 non-IID (test)
72.73Test Accuracy (Avg Best)
113
CIFAR-100
66.61Avg Top-1 Inc Acc
112
CIFAR-10 32 x 32
1.86FID
112
CIFAR100
91.36Accuracy (S0)
111
CIFAR-100
66.79ACC
111
CIFAR-100 (test)
80.67Acc
110
CIFAR-10
91.31Accuracy
108
CIFAR-10
94.25Overall Accuracy
108
CIFAR-10
98.8Accuracy
108
CIFAR-10-C Brightness Corruption, Severity Level 5 (test)
83.65Accuracy (CIFAR-10-C Brightness 5)
107
CIFAR-100
97.18AUROC
107
CIFAR-100 10 (test)
92.22Average Top-1 Accuracy
105
CIFAR10 centralized performance (test)
86.07Accuracy
104
CIFAR-10 (test)
91.9Robustness
104
CIFAR-100 v1 (test)
89.56Accuracy (%)
102
CIFAR-10 (test)
1.92FID
102
CIFAR-10 (test)
1.99Error Rate
102
CIFAR10-DVS (test)
88.4Accuracy
101