CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR100
0.01Classwise ECE
99
CIFAR100 (test)
66.82Accuracy
98
CIFAR-100 (test)
81.6Accuracy (%)
98
CIFAR-10 (test)
100Accuracy
98
CIFAR-10 (test)
87.49mAP
98
CIFAR-10 standard (test)
98.09Accuracy
97
CIFAR-10 (test)
100ASR
95
CIFAR-10 (test)
94.31Clean Accuracy
94
CIFAR-100 standard (test)
98.24AUROC (%)
94
CIFAR-100 Near-OOD (test)
89.78AUROC
93
CIFAR10 (test)
98.71Accuracy
93
CIFAR10 (test)
1.36Fréchet Inception Distance
92
CIFAR-100 NAS-Bench-201 (val)
74.49Accuracy
92
CIFAR-10 discrete-time and continuous-time models (test)
2.4FID
92
CIFAR-10
94Accuracy
90
CIFAR100
93.45Accuracy
90
Cifar10
3.26FID
89
CIFAR-10N (Worst)
96.34Accuracy
89
CIFAR-10
31.85FID
88
CIFAR-10
1.39FID
88
CIFAR-100-LT Imbalance Ratio 100
0.903Top-1 Acc
88
CIFAR-10 original (test)
98.13Accuracy
87
CIFAR-10 32x32x3
0.957AUROC
87
CIFAR
91.77Accuracy
86
CIFAR-10
8.32FPR@95
85