CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-100
83.32Completeness Accuracy
5
CIFAR-100
92.88Raw Accuracy
5
CIFAR-100 (test)
77.22Accuracy
5
CIFAR-10 (test)
100Visual Classification Accuracy
5
CIFAR-10 (test)
82.82Clean Accuracy
5
CIFAR-10
2.3Latency
5
CIFAR-10
11.9Latency
5
CIFAR-10 standard (test)
88.4kNN Accuracy
5
CIFAR10
1,000Iterations
5
CIFAR10
44Iterations
5
CIFAR-10 (test)
8.29Inception Score
5
CIFAR-100 Gradual Shift (test)
7.7Accuracy
5
CIFAR-100 (test)
22.02Consistency Score
5
CIFAR-100 alpha = 1.0
60.06Top-1 Accuracy
5
CIFAR-10 alpha = 1.0
74.22Top-1 Accuracy
5
CIFAR-10 (alpha = 0.4)
66.22Top-1 Accuracy
5
CIFAR-10 alpha = 0.1
58.3Top-1 Accuracy
5
CIFAR-10 (test)
90.14Clean Accuracy
5
CIFAR-10
81.94Accuracy
5
Unlearnable CIFAR-10 PUE (test)
91.83Accuracy
5
Unlearnable CIFAR EntF 10 (test)
93.36Accuracy
5
Unlearnable CIFAR-10 SEP (test)
92.18Accuracy
5
Unlearnable CIFAR-10 OPS (test)
89.29Accuracy
5
Unlearnable CIFAR-10 Autoregressive (test)
86.9Accuracy
5
Unlearnable CIFAR-10 Error-minimizing (test)
86.68Accuracy
5