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Certified Robustness for Regression research benchmarks · SOTA2 Research

Certified Robustness for Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

95Absolute Accuracy

15

Jul 8, 2026

Sandwich Synthetic

0.448Mean Cert. Radius

4

Jul 8, 2026

Slice Synthetic

60.3Mean Cert. Radius

4

Jul 8, 2026

Quadratic Synthetic

0.25Mean Certified Radius

4

Jul 8, 2026

Popular datasets

MNIST Slice Quadratic Sandwich

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