CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10
0.686Generalization Bound
6
CIFAR-100 (Adversarial split (A))
86Epsilon Lower Bound
6
CIFAR-100 Uniform (U)
142.5Epsilon Lower Bound
6
CIFAR-10
80.58Robust Accuracy (C&W + EOT)
6
CIFAR-10 Corr.
81.37Accuracy
6
CIFAR-10-Warehouse OOD (test)
70.9Accuracy (360 OOD)
6
CIFAR-10 GS Small CNN Zoo
0.936Kendall's Tau (τ)
6
CIFAR-10
78.8Certified Accuracy
6
CIFAR-10 (test)
39.35PSNR
6
CIFAR10
28.5Vicinity (nc)
6
CIFAR-100
72.52FGSM Error
6
CIFAR-10 (test)
0.253Directional Sharpness Ratio
6
CIFAR10
73OA (Accuracy)
6
CIFAR10
6.33Time
6
CIFAR-100 5 sequential splits @5
84.71Accuracy
6
CIFAR-100
78.46Convergence Accuracy
6
CIFAR-100
77.53Accuracy
6
CIFAR-100
77.53Accuracy
6
CIFAR-10
94.59Accuracy
6
CIFAR-100 RobustBench (test)
73.65Clean Accuracy
6
CIFAR-100
4,549Time (s)
6
CIFAR-10
2,906Inference Time (s)
6
CIFAR-10
41.6C2%
6
CIFAR-100
68.6C2%
6
CIFAR-100
68.06Accuracy (W32/A32)
6