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ResearchFormerly WizWand

Activation Steering on AxBench Gemma-2-2B layer 20

0.871Steering ScoreA-PSRMSE
0.12220.31660.5110.7054May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
A-PSRMSEMethod Type=Multi-rank and/or multi-layer2026.050.871
LoReFT-RePSMethod Type=Multi-rank and/or multi-layer2026.050.805
LoRA-RePSMethod Type=Multi-rank and/or multi-layer2026.050.793
A-ConstLLMethod Type=Multi-rank and/or multi-layer2026.050.792
A-ConstMSEMethod Type=Multi-rank and/or multi-layer2026.050.783
Hyper-SteerMethod Type=Multi-rank and/or multi-layer2026.050.742
promptMethod Type=Multi-rank and/or multi-layer2026.050.731
SFTMethod Type=Multi-rank and/or multi-layer2026.050.714
A-PSRLLMethod Type=Multi-rank and/or multi-layer2026.050.69
LoRAMethod Type=Multi-rank and/or multi-layer2026.050.641
S-PSRLLRank=1, Intervention type=single-layer2026.050.618
ΦSV,r=1Rank=1, Intervention type=single-layer2026.050.606
ReFT-r1Rank=1, Intervention type=single-layer2026.050.509
S-ConstLLRank=1, Intervention type=single-layer2026.050.504
S-PSRMSERank=1, Intervention type=single-layer2026.050.367
S-ConstMSERank=1, Intervention type=single-layer2026.050.311
S-ConstDiMRank=1, Intervention type=single-layer2026.050.178
SAERank=1, Intervention type=single-layer2026.050.151