Stereotypical Bias Analysis on CrowS-Pairs

Metric: Socioeconomic status (higher is better)

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#	Model↕	Socioeconomic status▼	Extra Data	Paper	Date↕	Code
1	OPT-175B	76.2	No	OPT: Open Pre-trained Transformer Language Models	2022-05-02	Code
2	GPT-3	73.8	No	OPT: Open Pre-trained Transformer Language Models	2022-05-02	Code
3	LLaMA 65B	71.5	No	LLaMA: Open and Efficient Foundation Language Mo...	2023-02-27	Code
4	GAL 120B	65.7	No	Galactica: A Large Language Model for Science	2022-11-16	Code

#1OPT-175BSOTA
76.2
Socioeconomic status· 2022-05-02
OPT: Open Pre-trained Transformer Language Models Code
#2GPT-3
73.8
Socioeconomic status· 2022-05-02
OPT: Open Pre-trained Transformer Language Models Code
#3LLaMA 65B
71.5
Socioeconomic status· 2023-02-27
LLaMA: Open and Efficient Foundation Language Models Code
#4GAL 120B
65.7
Socioeconomic status· 2022-11-16
Galactica: A Large Language Model for Science Code