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Sentiment Classification on Financial PhraseBank 50% agreement
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91.57
Macro F1 Score
FinGPT
62.9492
70.3796
77.81
85.2404
Jun 10, 2026
Macro F1 Score
Accuracy
Positive F1 Score
Negative F1 Score
Neutral F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro F1 Score
Accuracy
Positive F1 Score
Negative F1 Score
Neutral F1 Score
FinGPT
2026.06
91.57
91.99
87.71
93.44
93.55
FinBERT
2026.06
88.25
88.96
86.2
87.86
90.71
Llama 3.1
Parameters=8B
2026.06
78.68
80.4
66.87
84.48
84.7
Mistral
Parameters=7B
2026.06
78.37
80.44
68.12
82.08
84.91
RoBERTa
2026.06
64.05
61.12
56.45
75.72
59.98
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