HyperAI超神经

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HyperAI超神经

Few Shot Text Classification On Raft

评估指标

Over

ADE

Avg

B77

NIS

OSE

SOT

SRI

TAI

TC

TEH

ToS

评测结果

各个模型在此基准测试上的表现结果

比较表格

模型名称	Over	ADE	Avg	B77	NIS	OSE	SOT	SRI	TAI	TC	TEH	ToS
raft-a-real-world-few-shot-text	0.378	0.163	0.292	0.000	0.572	0.323	0.628	0.027	0.362	0.290	0.303	0.164
few-shot-parameter-efficient-fine-tuning-is	0.95	0.804	0.758	0.695	0.833	0.676	0.915	0.508	0.736	0.879	0.586	0.75
raft-a-real-world-few-shot-text	0.337	0.446	0.331	0.000	0.353	0.164	0.271	0.493	0.344	0.391	0.366	0.471
raft-a-real-world-few-shot-text	0.498	0.600	0.458	0.121	0.561	0.245	0.380	0.492	0.612	0.723	0.311	0.498
raft-a-real-world-few-shot-text	0.838	0.543	0.514	0.023	0.626	0.475	0.455	0.506	0.556	0.625	0.443	0.560
raft-a-real-world-few-shot-text	0.462	0.234	0.382	0.332	0.615	0.360	0.644	0.026	0.469	0.400	0.543	0.122
raft-a-real-world-few-shot-text	0.937	0.686	0.627	0.299	0.679	0.431	0.769	0.516	0.656	0.821	0.526	0.574
raft-a-real-world-few-shot-text	0.681	0.452	0.481	0.149	0.408	0.343	0.406	0.493	0.605	0.636	0.554	0.565
raft-a-real-world-few-shot-text	0.917	0.830	0.735	0.607	0.857	0.646	0.908	0.468	0.609	0.897	0.722	0.627