Bias Detection

7 benchmarks199 papers

Bias detection is the task of detecting and measuring racism, sexism and otherwise discriminatory behavior in a model (Source: https://stereoset.mit.edu/)

Benchmarks

Bias Detection on StereoSet

ICAT ScoreLMSSS

Bias Detection on rt-inod-bias

Best-of

Bias Detection on ICAT LLM bias

ICAT Score

Bias Detection on PlantVillage_8px

Accuracy (%)

Bias Detection on Wiki Neutrality Corpus

F1