Text Classification on RAFT

Metric: ADE (higher is better)

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#	Model↕	ADE▼	Extra Data	Paper	Date↕	Code
1	Human (crowdsourced)	0.83	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
2	T-Few	0.804	No	Few-Shot Parameter-Efficient Fine-Tuning is Bett...	2022-05-11	Code
3	GPT-3	0.686	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
4	GPT-2	0.6	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
5	AdaBoost	0.543	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
6	GPT-Neo	0.452	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
7	Plurality-class	0.446	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
8	BART MNLI zero-shot	0.234	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code
9	GPT-3 zero-shot	0.163	No	RAFT: A Real-World Few-Shot Text Classification ...	2021-09-28	Code