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Benchmarks
Certified Robustness for Regression on Quadratic Synthetic
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0.25
Mean Certified Radius
(C, G)
0.06592
0.11371
0.1615
0.20929
Jul 6, 2026
Mean Certified Radius
Soundness
Updated 18d ago
Evaluation Results
Method
Method
Links
Mean Certified Radius
Soundness
(C, G)
ε=0.5, Best σ=0.50
2026.07
0.25
100
α-smoothing
ε=0.5, Best σ=0.10
2026.07
0.231
100
(C, G)
ε=0.2, Best σ=0.20
2026.07
0.114
100
α-smoothing
ε=0.2, Best σ=0.10
2026.07
0.073
100
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