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Concept Steering research benchmarks · SOTA2 Research

Concept Steering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AxBench (Held-in)

1.185HMean

25

May 8, 2026

GPT-2 Concept Steering 3 concepts x 4 layers x 25 contexts (test)

1.32Median Off-target KL Ratio

12

May 19, 2026

AXBENCH D_L20^G9B

1.079Steering Score

12

May 8, 2026

AXBENCH D_L10^G2B

0.803Steering Score

9

May 8, 2026

AXBENCH D_L32^Q32B

1.102Steering Score

7

May 8, 2026

AxBench (Held-out)

1.113HMean

6

May 8, 2026

Popular datasets

AXBENCH GPT-2 Concept Steering

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