CIFAR-10
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR-10 (test)
98.2Accuracy
1,063
CIFAR-10 NAS-Bench-201 (test)
95.46Accuracy
225
CIFAR-10 (test)
1ARI
224
CIFAR-10 v1 (test)
98.62Accuracy
176
CIFAR-10 (test)
1Test Power
160
CIFAR-10 32x32
1.96FID
151
CIFAR-10 vs SVHN (test)
99.84AUROC
146
CIFAR-10 (test)
98.77Accuracy
129
CIFAR-10 (test)
94.7Top-1 Accuracy
116
CIFAR-10 NAS-Bench-201 (val)
94.37Accuracy
111
CIFAR-10 non-IID (test)
89.69Average Test Accuracy
110
CIFAR-10 (test)
99CVSR
100
CIFAR-10-LT (IF 50)
91.1Top-1 Accuracy
88
CIFAR-10
6,010Attack Success Rate
83
CIFAR-10 (test)
99.97Attack Success Rate (ASR)
82
CIFAR-10 32x32 EDM (test)
1.98FID
79
CIFAR-10 Long-Tailed 1.0 (test)
6.77Top-1 Error
79
CIFAR-10-LT IF 100
89.1Top-1 Accuracy
78
CIFAR-10 long-tail (test)
87.3Accuracy (All)
77
CIFAR-10 (test)
95.33Test Accuracy
76
CIFAR-10 (test)
47.7Attack Success Rate (ASR)
76
CIFAR-10 ID LSUN-C semantic OOD & CIFAR-10-C covariate OOD
91.08OOD Accuracy
74
CIFAR-10 IND LSUN C OOD
99.98AUROC
74
CIFAR-10 Long-Tailed
97.27Accuracy
71
CIFAR-10 (test)
96.1Accuracy
68