Few-Shot Text Classification on RAFT

Metric: TAI (higher is better)

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#	Model↕	TAI▼	Extra Data	Paper	Date↕	Code
1	T-Few	0.736	No	Few-Shot Parameter-Efficient Fine-Tuning is Bett...	2022-05-11	Code
2	GPT-3	0.656	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
3	GPT-2	0.612	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
4	Human (crowdsourced)	0.609	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
5	GPT-Neo	0.605	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
6	AdaBoost	0.556	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
7	BART MNLI zero-shot	0.469	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
8	GPT-3 zero-shot	0.362	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
9	Plurality-class	0.344	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code