Few-Shot Text Classification on RAFT

Metric: TEH (higher is better)

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#	Model↕	TEH▼	Extra Data	Paper	Date↕	Code
1	Human (crowdsourced)	0.722	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
2	T-Few	0.586	No	Few-Shot Parameter-Efficient Fine-Tuning is Bett...	2022-05-11	Code
3	GPT-Neo	0.554	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
4	BART MNLI zero-shot	0.543	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
5	GPT-3	0.526	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
6	AdaBoost	0.443	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
7	Plurality-class	0.366	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
8	GPT-2	0.311	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
9	GPT-3 zero-shot	0.303	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code