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ResearchFormerly WizWand

Sentiment Analysis on Financial Phrasebank

86.72AccuracyColD-Fusion
-3.052820.253643.5666.8664Dec 2, 2022Feb 28, 2023May 28, 2023Aug 25, 2023Nov 21, 2023Feb 18, 2024May 17, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ColD-Fusion2022.1286.72
Finetune2022.1285.4
Multitask2022.1285.26
GPT3.5Source Task=AG-news2024.0583.6
LLaMA-2 13BSource Task=QQP2024.0582.4
GPT3.5Source Task=Commonsense-QA2024.0582
GPT3.5Source Task=ARC-Easy2024.0579.8
LLaMA-2 13BSource Task=MNLI2024.0579
LLaMA-2 13BSource Task=AG-news2024.0578.6
GPT3.5Source Task=BoolQ2024.0578.6
GPT3.5Source Task=SST22024.0575.6
GPT3.5Source Task=QQP2024.0574.2
GPT3.5Source Task=RACE2024.0573.4
LLaMA-2 13BSource Task=SST22024.0572.8
GPT3.5Source Task=MNLI2024.0572.2
LLaMA-2 13BSource Task=ARC-Easy2024.0566.6
LLaMA-2 13BSource Task=RACE2024.0566.5
LLaMA-2 13BSource Task=BoolQ2024.0565.8
LLaMA-2 13BSource Task=Zero-shot2024.0565.4
LLaMA-2 7BSource Task=SST22024.0565
GPT3.5Source Task=Conll2003-NER2024.0564.3
LLaMA-2 7BSource Task=MNLI2024.0562.7
LLaMA-2 7BSource Task=AG-news2024.0562.1
LLaMA-2 13BSource Task=Commonsense-QA2024.0561.7
GPT3.5Source Task=Zero-shot2024.0557.5
LLaMA-2 7BSource Task=RACE2024.0553.4
GPT3.5Source Task=Conll2003-POS2024.0550.3
MUPPET2022.1246.1
LLaMA-2 7BSource Task=QQP2024.0544.7
LLaMA-2 7BSource Task=ARC-Easy2024.0543.5
LLaMA-2 7BSource Task=BoolQ2024.0540.9
LLaMA-2 7BSource Task=Zero-shot2024.0534.1
LLaMA-2 7BSource Task=Commonsense-QA2024.0514.6
LLaMA-2 13BSource Task=Conll2003-NER2024.0513.17
LLaMA-2 13BSource Task=Conll2003-POS2024.052.2
LLaMA-2 7BSource Task=Conll2003-POS2024.051.4
LLaMA-2 7BSource Task=Conll2003-NER2024.050.4