CIFAR100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 (50-10)
70.33Last Accuracy
6
CIFAR100C
6.79MAPE
6
CIFAR100 static (test)
85.98Accuracy
6
CIFAR100 10 tasks (test)
95.02FAA
6
CIFAR100 B0 (10 steps)
1.36BWT (%)
6
CIFAR100-C Target
65.69Accuracy (Gaussian)
5
CIFAR100 ID Dfar OOD
63.29F1 Score (DS)
5
CIFAR100-LT tau=50 (test)
90Accuracy
5
CIFAR100 (test)
62.08Accuracy
5
CIFAR100C standard (test)
73Gaussian Accuracy
5
CIFAR100 Average over 10/20 class transfer setups
36.71mFID
5
CIFAR100 10 classes, 100 samples per class
54.95FID
5
CIFAR100 10 classes, 600 samples per class
29.95FID
5
CIFAR100 20 classes 100 samples per class
40.04FID
5
CIFAR100 20 classes, 300 samples per class
30.89FID
5
CIFAR100 20 classes 600 samples per class
25.35FID
5
CIFAR100 small, balanced full (test)
0.798LEEP
5
CIFAR100 (test)
0.926pAUC (FPR <= 0.1)
5
CIFAR100
72.02Accuracy
4
CIFAR100
40,378Peak GPU Memory Utilization (MiB)
4
CIFAR100 Source
34.31Accuracy (Gaussian)
4
Cifar100
4,590Estimated Clusters
4
CIFAR100 T=10
69.59Last Accuracy
4
CIFAR100 t = 4 (test)
72.49Accuracy
4
CIFAR100-C Benign Stream
5.4ECE
4