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ResearchFormerly WizWand

Toxicity Steering

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Eso-LM (512 sequences)

-9.2Toxicity Score

12

Jun 2, 2026

15 prefix prompts length 50

71.2Toxicity Accuracy

11

Feb 27, 2026

MDLM long sequence generation 512 length (test)

13.1Steering Accuracy

6

Feb 27, 2026