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ResearchFormerly WizWand

Synthetic Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Synthetic GP Matérn-5/2 kernel Out-of-input-distribution

0KL Divergence (Normalized)

31

Feb 26, 2026

CTL-MST (Optimization)

694RMSE

18

Feb 26, 2026

Synthetic mixture dx=2

0.87Normalized Log-Likelihood

13

Feb 26, 2026

Synthetic mixture dx=1

0.49Normalized Log-Likelihood

12

Feb 26, 2026

Synthetic (mixture) dx=10

-0.11Normalized Log-Likelihood

10

Feb 26, 2026

Synthetic (mixture) dx=5

0.04Normalized Log-Likelihood

10

Feb 26, 2026

Synthetic mixture dx=3

-2.55Normalized Log-Likelihood

10

Feb 26, 2026

Synthetic GP EQ kernel Out-of-input-distribution

0.01KL Divergence (dx=2)

8

Feb 26, 2026

Synthetic GP Matérn-5/2 kernel, Interpolation

0.01KL Divergence (dx=2)

8

Feb 26, 2026

Synthetic GP EQ kernel Interpolation

0.01KL Divergence (dx=2)

8

Feb 26, 2026