Sentiment Analysis on Financial Phrase Bank (test)

0.972Accuracy

BERT Seq-CLS

Updated 4d ago

Evaluation Results

Method	Links
BERT Seq-CLS 2023.05		0.972
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
LLaMA-2 7B Chat (cross-task prompting) 2024.05		0.7964
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
Bi-Encoder 2023.05		0.717
GPT-2 2023.05		0.711
Binary BERT 2023.05		0.689
LLaMA-2 7B Chat (cross-task prompting) 2024.05		0.6866
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
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