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Conditional Hypothesis Generation research benchmarks · SOTA2 Research

Conditional Hypothesis Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic bill summaries Sign reversal, |H|=5

71.6Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.20 (held-out set)

demeaned-reweighted-lasso

73Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.35 (held-out set)

0.737Surface Similarity

9

Jun 4, 2026

Synthetic U.S. Congress bill summaries Stratum Imbalance r=0.50 (held-out set)

75Surface Similarity

9

Jun 4, 2026

demeaned-reweighted-lasso

3.25Helpfulness

4

Jun 4, 2026

demeaned-reweighted-lasso

3Helpfulness

2

Jun 4, 2026

Popular datasets

Synthetic U.S. Congress bill summaries Congress NCTE U.S. Congress bill summaries Synthetic bill summaries

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