Few-Shot Text Classification on RAFT

Metric: B77 (higher is better)

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#	Model↕	B77▼	Extra Data	Paper	Date↕	Code
1	T-Few	0.695	No	Few-Shot Parameter-Efficient Fine-Tuning is Bett...	2022-05-11	Code
2	Human (crowdsourced)	0.607	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
3	BART MNLI zero-shot	0.332	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
4	GPT-3	0.299	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
5	GPT-Neo	0.149	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
6	GPT-2	0.121	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
7	AdaBoost	0.023	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
8	Plurality-class	0	No	-	-	Code
9	GPT-3 zero-shot	0	No	-	-	Code