CIFAR
Benchmarks
TaskDatasetSOTA resultTrendResults
CIFAR100 (test)
60.29Natural Accuracy
40
CIFAR10 (test)
85.07Natural Accuracy
40
CIFAR-10 standard (test)
87.09Max Top-1 Acc
40
CIFAR-10 (test)
86.39Clean Accuracy
40
CIFAR10
1SSIM
40
CIFAR-100 10T
86.61Avg Accuracy (A_T)
40
CIFAR100-B0 (test)
76.8Accuracy
40
CIFAR-100 (test)
93.36Precision@1
40
CIFAR-10N (Random 3)
97.52Accuracy
40
CIFAR-10N (Random 2)
97.55Accuracy
40
CIFAR-10
0ASR
39
CIFAR-100
77.68Accuracy (All Categories)
39
CIFAR-10 Sequential
98.25FAA
39
CIFAR100
490.21AURC
39
CIFAR100 (test)
369.86AURC
39
CIFAR100
93.49AUROC
39
CIFAR100 10 steps
80.41Final Step Performance
39
CIFAR-10 Sequential
8.23Forgetting
39
CIFAR-10
96.83Accuracy (Noise 20%)
39
CIFAR-10 unconditional (test)
2.01FID
39
CIFAR-10
0.3Sampling Time (s)
39
CIFAR-10 (test)
1.75FID
38
CIFAR 100 Near OOD
97.6AUROC
38
CIFAR-100
80.84Average Accuracy
38
CIFAR10
98.7Top-1 Accuracy
38