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Papers Benchmarks Datasets Tasks

Learning Convex Surrogate Functions research benchmarks · SOTA2 Research

Learning Convex Surrogate Functions

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

simplex_socp d=10

6.5Test Relative Error

7

Apr 27, 2026

simplex_logistic d=10

0.4Test Relative Error

7

Apr 27, 2026

budget_twocone_socp d=10

0.033Test Relative Error

7

Apr 27, 2026

budget_huber d=10

4.1Test Relative Error

7

Apr 27, 2026

6.2Test RelErr

7

Apr 27, 2026

box_logsumexp d=10

0.032Test Relative Error

7

Apr 27, 2026

Popular datasets

box_logsumexp box_socp budget_huber budget_twocone_socp simplex_logistic

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