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Controllable Language Generation research benchmarks · SOTA2 Research

Controllable Language Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

-ve Sentiment Pointwise Constraint

0.94Dist-3

17

Feb 26, 2026

+ve Sentiment Pointwise Constraint

100Control Success Rate

5

Feb 26, 2026

Wordlist Politics Pointwise Constraint

0.07Ctrl

5

Feb 26, 2026

Wordlist Science Pointwise Constraint

100Ctrl Score

5

Feb 26, 2026

Word WikiLeaks Pointwise Constraint

1Ctrl Score

5

Feb 26, 2026

Word Amazing Pointwise Constraint

1Control Score

5

Feb 26, 2026

Hybrid Science Distributional Constraint

0.7Ctrl

3

Feb 26, 2026

Hybrid Sports Distributional Constraint

87Ctrl Score

3

Feb 26, 2026

Multiple Distributional Constraint

0.95Ctrl

3

Feb 26, 2026

Single Distributional Constraint

0.81Ctrl

3

Feb 26, 2026

Popular datasets

Word Amazing Word WikiLeaks Wordlist Science Wordlist Politics +ve Sentiment

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