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Distribution Shift Estimation research benchmarks · SOTA2 Research

Distribution Shift Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LSPF standard regime (8760 samples) pmiss=40%

0.98FrobMeanDiff

3

Apr 29, 2026

LSPF standard regime (8760 samples) (pmiss=20%)

0.67FrobMeanDiff

3

Apr 29, 2026

LSPF pmiss=0% standard regime (8760 samples)

0.2Mean Frobenius Difference

3

Apr 29, 2026

Solar pmiss=40% few-sample regime (300 samples)

0.84Frob Mean Diff

3

Apr 29, 2026

Solar few-sample regime (300 samples) (pmiss=20%)

0.3Frob Mean Diff

3

Apr 29, 2026

Solar pmiss=0% few-sample regime (300 samples)

0.13Frob Mean Diff

3

Apr 29, 2026

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