CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100 (test)
73.21Top-1 Accuracy
27
CIFAR-10
16.29Test Error
27
CIFAR-10 (test)
90.4Accuracy
27
CIFAR-100 (20-split)
79.3Accuracy
27
CIFAR-F
5.97ECE
27
CIFAR-10.1 C
29.98ECE
27
CIFAR-100
167.53AURC
27
CIFAR-10 40% asymmetric noise
94.8Accuracy
27
CIFAR-10 (test)
0.995Clean AUROC
27
CIFAR-100 (test)
94Average AUROC
27
S-CIFAR-10
98.31Task-IL Accuracy
27
CIFAR-100 (test)
88.47Average Accuracy
27
CIFAR-100 Long Tailed Imbalance Ratio 50 (test)
59.8Top-1 Acc
27
CIFAR-100
77.76Accuracy (Pruned)
27
CIFAR10 (train+test)
63NMI
27
CIFAR-10
93.1Accuracy (4-bit)
26
CIFAR-100
80.58Top-1 Accuracy
26
cifar10h
85.2Accuracy
26
CIFAR-10 (test)
100Average Detection Accuracy
26
CIFAR10 N=500 (RANDOM)
0KL Divergence (Train)
26
CIFAR-10H K=10 (test)
0.7ECE
26
CIFAR-100
92.55Accuracy (Surrogate)
26
CIFAR-10
98.63Accuracy (Surrogate Model)
26
CIFAR-10 posterior sampling
9.289FID
26
CIFAR-10 (test)
94.39Accuracy
26