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Papers Benchmarks Datasets Tasks

Model Steering research benchmarks · SOTA2 Research

Model Steering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Steering Evaluation Concepts Llama 3.3-70B (test)

Darkness Centric

1.233Granularity

20

May 19, 2026

Gemma 2 2B Steering Evaluation Set

Numerical steering

1.296Granularity

20

May 19, 2026

10-task steering suite (excluding JailbreakBench) (test)

88.4Accuracy

16

Apr 28, 2026

WaterBirds (test)

98.5Worst Group Accuracy

15

Jun 8, 2026

Steering Evaluation Suite Power, Wealth, Corr, TQA Gemma-2-9B-IT (test)

2.61Power

10

May 8, 2026

2.67Min Per-Attribute Improvement

9

Jun 23, 2026

2.89Min Improvement

9

Jun 23, 2026

Popular datasets

Waterbirds Gemma ToneBank steering suite Steering Evaluation Suite

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