OpenCodePapers

bias-detection-on-stereoset-1

Bias Detection
Dataset Link
Results over time
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Leaderboard
PaperCodeICAT ScoreLMSSSModelNameReleaseDate
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link72.97GPT-2 (small)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link72.03XLNet (large)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link71.73GPT-2 (medium)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link71.21BERT (base)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link70.54GPT-2 (large)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link69.89BERT (large)2020-04-20
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link67.50RoBERTa (base)2020-04-20
Galactica: A Large Language Model for Science✓ Link65.67556.2GAL 120B2022-11-16
StereoSet: Measuring stereotypical bias in pretrained language models✓ Link62.10XLNet (base)2020-04-20
Galactica: A Large Language Model for Science✓ Link60.877.660.8GPT-3 (text-davinci-002)2022-11-16
Galactica: A Large Language Model for Science✓ Link6074.859.9OPT 175B2022-11-16