Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Machine Unlearning Auditing on Linear Regression
Loading...
10.1983
Epsilon LB (Pairwise)
Output perturbation
-0.388068
2.360316
5.1087
7.857084
Jul 7, 2026
Epsilon LB (Pairwise)
Epsilon LB (Joint Sign-Vector)
Updated 18d ago
Evaluation Results
Method
Method
Links
Epsilon LB (Pairwise)
Epsilon LB (Joint Sign-Vector)
Output perturbation
target_epsilon=100.0,...
2026.07
10.1983
11.1039
Output perturbation
target_epsilon=50.0, s...
2026.07
9.526
8.0904
Output perturbation
target_epsilon=20.0, s...
2026.07
4.4305
2.6972
Output perturbation
target_epsilon=10.0, s...
2026.07
2.4962
1.1518
Output perturbation
target_epsilon=5.0, si...
2026.07
1.4534
0.4547
Output perturbation
target_epsilon=2.0, si...
2026.07
0.7029
0.112
Output perturbation
target_epsilon=1.0, si...
2026.07
0.3901
0.0307
Output perturbation
target_epsilon=0.5, si...
2026.07
0.204
0.0027
Output perturbation
target_epsilon=0.1, si...
2026.07
0.0191
0
Feedback
Search any
task
Search any
task