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Multi-attribute steering research benchmarks · SOTA2 Research

Multi-attribute steering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.03Judge Score

46

Jun 23, 2026

7.03Judge Score

42

Jun 23, 2026

Multi-attribute steering S+T (test)

100S Score

34

May 13, 2026

Multi-attribute steering S+St (test)

Contrastive Vec.

91.7S Attribute Score

8

May 13, 2026

Multi-attribute steering S+T+St (test)

95.6S Score

4

May 13, 2026

Multi-attribute steering (St+T) (test)

99St Score

2

May 13, 2026

Theoretical Analysis

2Cost per Token

1

Jun 23, 2026

Popular datasets

Multi-attribute steering Theoretical Analysis ToneBank TraitFactory

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