Stereotypical Bias Analysis on CrowS-Pairs

Metric: Sexual Orientation (higher is better)

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#	Model↕	Sexual Orientation▼	Extra Data	Paper	Date↕	Code
1	LLaMA 65B	81	No	LLaMA: Open and Efficient Foundation Language Mo...	2023-02-27	Code
2	OPT-175B	78.6	No	OPT: Open Pre-trained Transformer Language Models	2022-05-02	Code
3	GAL 120B	77.4	No	Galactica: A Large Language Model for Science	2022-11-16	Code
4	GPT-3	76.2	No	OPT: Open Pre-trained Transformer Language Models	2022-05-02	Code

#1LLaMA 65BSOTA
81
Sexual Orientation· 2023-02-27
LLaMA: Open and Efficient Foundation Language Models Code
#2OPT-175BSOTA
78.6
Sexual Orientation· 2022-05-02
OPT: Open Pre-trained Transformer Language Models Code
#3GAL 120B
77.4
Sexual Orientation· 2022-11-16
Galactica: A Large Language Model for Science Code
#4GPT-3
76.2
Sexual Orientation· 2022-05-02
OPT: Open Pre-trained Transformer Language Models Code