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Generation scoring on Gemma Scope SAE latents

0.432Hit RateORIGINAL + 5 PARAPHRASES
0.181360.246430.31150.37657Feb 10, 2026

Evaluation results

MethodLinks
ORIGINAL + 5 PARAPHRASES2026.020.432
SelfIE (SCALAR AFFINE)Training Data=GemmaScope, Architecture=SCALAR AFFINE2026.020.425
SelfIE (FULL-RANK)Training Data=GemmaScope, Architecture=FULL-RANK2026.020.405
AUTO-INTERP LABELS ×62026.020.397
SelfIE (SA+LR)Training Data=GemmaScope, Architecture=SA+LR, Rank=642026.020.367
UNTRAINED SELFIEstatus=untrained2026.020.314
SelfIE (SA+LR)Training Data=Wikipedia, Architecture=SA+LR, Rank=642026.020.289
SelfIE (SCALAR AFFINE)Training Data=Wikipedia, Architecture=SCALAR AFFINE2026.020.197
SelfIE (FULL-RANK)Training Data=Wikipedia, Architecture=FULL-RANK2026.020.191