Selective Regression research benchmarks

Benchmarks

Dataset NameSOTA methodMetricTrendResultsLast Updated

winewhite (test)

Locus-BART (γ)

26.5Conditional Large-Loss Rate

Mar 4, 2026

wec (test)

Locus-MC

8.2Conditional Large-Loss Rate

Mar 4, 2026

star (test)

Locus-MC

28.5Conditional Large-Loss Rate

Mar 4, 2026

homes (test)

Locus-BART

18.8Conditional Large-Loss Rate

Mar 4, 2026

cycle (test)

Locus-BART

26.7Conditional Large-Loss Rate

Mar 4, 2026

winered (test)

Locus-BART (γ)

26.9Conditional Large-Loss Rate

Mar 4, 2026

superconductivity (test)

Locus-BART

17.9Conditional Large-Loss Rate

Mar 4, 2026

protein (test)

Locus-MC (γ)

22.6Conditional Large-Loss Rate

Mar 4, 2026

meps 19 (test)

Locus-MC

13Conditional Large-Loss Rate

Mar 4, 2026

electric (test)

Locus-BART

24.1Conditional Large-Loss Rate

Mar 4, 2026

concrete (test)

Locus-BART

23.7Conditional Large-Loss Rate

Mar 4, 2026

bike (test)

Locus-BART

19Conditional Large-Loss Rate

Mar 4, 2026

airfoil (test)

Locus-BART (γ)

22.2Conditional Large-Loss Rate

Mar 4, 2026