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Sentiment Analysis on Financial Phrase Bank (test)

0.9824Accuracy

FinBERT

Updated 1mo ago

Evaluation Results

Method
FinBERT 2026.06	0.9824	97.71
GPT-4o 2026.06	0.9735	97.57
BERT Seq-CLS 2023.05	0.972	-
ModernBERT 2026.06	0.9648	95.78
DistilBERT 2026.06	0.9604	94.95
ModernBERT 2026.06	0.9515	94.63
ModernBERT 2026.06	0.9457	93.29
DistilBERT 2026.06	0.9383	92.76
DistilBERT 2026.06	0.9295	90.63
ModernBERT 2026.06	0.9251	91.25
DistilBERT 2026.06	0.9207	89.73
DistilBERT 2026.06	0.9163	88.81
ModernBERT 2026.06	0.9075	89.15
DistilBERT 2026.06	0.8943	83.4
ModernBERT 2026.06	0.8899	85.79
BERT-Tiny 2026.06	0.8899	87.69
DistilBERT 2026.06	0.8899	85.07
ModernBERT 2026.06	0.8855	86.02
BERT-Tiny 2026.06	0.859	85.38
ModernBERT 2026.06	0.8399	80.37
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.8363	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.8343	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.8084	-
BERT-Tiny 2026.06	0.8062	79.3
DistilBERT 2026.06	0.8018	64.48
BERT-Tiny 2026.06	0.8018	74.67
BERT-Tiny 2026.06	0.8017	80.27
BERT-Tiny 2026.06	0.8003	75.98
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.7964	-
DistilBERT 2026.06	0.793	67.3
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.7884	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.7784	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.7725	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.7605	-
GPT-2 2023.05	0.759	-
BERT-Tiny 2026.06	0.7332	61.49
Bi-Encoder 2023.05	0.717	-
GPT-2 2023.05	0.711	-
Binary BERT 2023.05	0.689	-
BERT-Tiny 2026.06	0.6872	53.37
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.6866	-
ModernBERT 2026.06	0.674	55.54
Binary BERT 2023.05	0.667	-
Binary BERT 2023.05	0.66	-
Bi-Encoder 2023.05	0.64	-
Bi-Encoder 2023.05	0.636	-
GPT-2 2023.05	0.614	-
BERT-Tiny 2026.06	0.5859	47.78
GPT-3 2023.05	0.528	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.4391	-
BART 2023.05	0.402	-
BERT Seq-CLS 2023.05	0.249	-
LLaMA-2 7B Chat (cross-task prompting) 2024.05	0.1218	-