CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR10 (test)
91.9Accuracy (Severity 0)
6
CIFAR10
1.01Relative Error vs Random
6
Small CIFAR-5 (test)
99.96Retention Accuracy (%)
6
CIFAR-100 (test)
60.85Accuracy
6
CIFAR-10 (test)
87.06Accuracy
6
Cifar100
60.45Accuracy (Clean)
6
CIFAR10 (test)
0.865Accuracy
6
CIFAR-100
88.78Balanced Accuracy
6
CIFAR-10
97.68Balanced Accuracy
6
CIFAR-100 (test)
0.737Baseline Accuracy
6
CIFAR-100 In-Dist Texture Out-Dist
90.19AUROC
6
CIFAR-100 In-Dist Tiny Out-Dist
83.35AUROC
6
CIFAR-10 In-Dist Tiny Out-Dist
92.18AUROC
6
CIFAR100
54Acc
6
CIFAR-10 L-2 norm, epsilon=0.5 (test)
95.74Accuracy (Standard)
6
CIFAR-10
3,993Operational Score
6
CIFAR-100
388Operational Score
6
CIFAR-10 standard
81.08Accuracy
6
CIFAR10 (test)
82.05Mean Accuracy
6
CIFAR10 (test)
93.8Accuracy
6
CIFAR-10 (test)
51.1Accuracy
6
CIFAR100
78.31Accuracy
6
CIFAR-10 7x7 trigger (test)
98.01ASR
6
CIFAR-10 3x3 trigger (test)
1ASR
6
CIFAR-100
0.12Training Time (s)
6