CIFAR100
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR100 MDCII Order-I
56.9Transfer Accuracy
13
CIFAR100 scenario SUBCLASS (apple) (test)
0KL Divergence (Test Set)
13
CIFAR100 apple (test)
0KL Divergence (Training)
13
CIFAR100 standard (test)
79.84Top-1 Accuracy
13
CIFAR100 Single-class five-shot, 1 novel class
84.7BCR
13
CIFAR100 20 steps B0 (test)
80.41Accuracy
13
CIFAR100
64.87Standard Accuracy
12
CIFAR100 Uniform
73.19Accuracy
12
CIFAR100 LT (test)
78.5AUROC
12
CIFAR100 Dnear
81.37AUROC
12
CIFAR100 (0-49) vs {CIFAR100 (50-99), LSUN, SVHN, Fashion-MNIST, MNIST} OOD (test)
92.91AUROC
12
CIFAR100 0-49 In-Distribution (test)
64.53Accuracy
12
CIFAR100 (IM=50) LT (test)
55.3Top-1 Acc
12
CIFAR100 split (test)
62.11Retained Accuracy
12
CIFAR100 (test)
94.49AUROC
11
CIFAR100 Long-Tailed (imbalance ratio 10) (test)
0.926AUROC
11
CIFAR100R 10 31 tasks
65AC
10
CIFAR100 Symmetric Noise, η=0.8
31.56Accuracy
10
CIFAR100 Symmetric Noise, η=0.6
56.42Accuracy
10
CIFAR100 Inc-5
91.13Average Accuracy
10
Cifar100 Rapid Fatigue (test)
72.36AUACC
10
Cifar100 Sustained High Performance (test)
79.7AU Accuracy
10
CIFAR100 (test)
1.52AdaECE
10
CIFAR100 Base50 (test)
68.4Last Accuracy
10
CIFAR100 12/255 noise (test)
53.46Natural Accuracy
10