CIFAR
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CIFAR-10
3.681FID
18
CIFAR-10
89.86Zero-shot Accuracy
18
CIFAR-10
84.8Target Performance
18
CIFAR-10 (test)
100Unlearning Accuracy (UA)
18
CIFAR-10
0.015P10 Delta
18
CIFAR-10
0.02Worst Delta
18
CIFAR-10
0.656Average Delta
18
CIFAR-10
91.33Mean Accuracy
18
CIFAR-10
967.13Training + Proof Generation Time (s)
18
CIFAR-100 Split 10-task (test)
91.31Average Accuracy (AA)
18
CIFAR-10
0.939Clean Accuracy
18
CIFAR100
0.06Unlearning Cost
18
CIFAR10
4Interclass Confusion Cost
18
CIFAR100
0.06Cost
18
CIFAR10
0.06Interclass Confusion Cost
18
CIFAR-10H
96.1System Accuracy
18
CIFAR-10 (test)
81.42Accuracy
18
cifar100
100Success Rate
18
CIFAR-10
100Success Rate
18
CIFAR-10 (Full)
1.02Infidelity (Infid.)
18
CIFAR-10 original (test)
81.43Accuracy (Test)
18
CIFAR-100 Practical
53.69Mean Accuracy
18
CIFAR-10 Practical
88.38Mean Accuracy
18
CIFAR-10
94.2AULC
18
CIFAR10
92.62Accuracy
18