CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (test)
72.63F1 Score
4
CIFAR-10 (test)
96.1Accuracy
4
CIFAR10 2,000 labels (train)
0.147Error Rate
4
CIFAR-10
3.39Bits/dim
4
CIFAR100 large balanced full (test)
0.982LEEP
4
CIFAR-10 (test)
93.52AUPR
4
CIFAR-10
100TNR@TPR95 (Gaussian)
4
CIFAR-100 (test)
56.1Accuracy
4
CIFAR-100 (test)
0.401Accuracy
4
CIFAR-100 (ε = 0.03, c = 0.1) (test)
72.65Baseline Acc
4
CIFAR-10 (ε = 0.03, c = 0.1) (test)
91.89Accuracy (No Attack)
4
CIFAR-100 Zoom In 80% rescale (test)
52.7Accuracy
4
CIFAR-100 Shearing U(-57.3°, 57.3°) (test)
44.27Accuracy
4
CIFAR-100 Rotation U(-20°, 20°) (test)
60.08Accuracy
4
CIFAR-10 (test)
77.5Accuracy (FGSM)
4
CIFAR10 to STL10 (test)
0Inference Time (sec/step)
4
CIFAR-100
63.81ESS/s
3
CIFAR-10
82.97ESS/s
3
CIFAR-100
70.8Accuracy
3
CIFAR-100
77.1Agreement
3
CIFAR-10
94.6Agreement
3
CIFAR-10 (short protocol (3 epochs))
4Accuracy
3
CIFAR-10 (target)
84Top-1 Accuracy
3
CIFAR-10 Preference set s1 {Plane, Car, Truck, Ship}
95.9FID
3
CIFAR-10 (test)
89ROC AUC
3