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Papers Benchmarks Datasets Tasks

Distributional Alignment research benchmarks · SOTA2 Research

Distributional Alignment

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

out-of-domain (test)

0.16Jensen-Shannon Divergence

56

Mar 17, 2026

in-domain (test)

Evi-DA - No training

0.11JSD

56

Mar 17, 2026

SPECTRA (probe)

0.298JS Divergence (bits)

3

Jun 9, 2026

SPECTRA (probe)

0.316JS Divergence (bits)

3

Jun 9, 2026

ModPlural (test)

0.23JS Distance

3

Feb 26, 2026

Popular datasets

Yelp In-domain MovieLens Out-Of-Domain ModPlural

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