ResearchBenchmarksSentiment Classification on Financial PhraseBank 50% agreementFollow91.57Macro F1 ScoreFinGPT62.949270.379677.8185.2404Jun 10, 2026Evaluation ResultsMethodMethodLinksMacro F1 ScoreAccuracyPositive F1 ScoreNegative F1 ScoreNeutral F1 ScoreFinGPT2026.0691.5791.9987.7193.4493.55FinBERT2026.0688.2588.9686.287.8690.71Llama 3.1Parameters=8BParameters=8B2026.0678.6880.466.8784.4884.7MistralParameters=7BParameters=7B2026.0678.3780.4468.1282.0884.91RoBERTa2026.0664.0561.1256.4575.7259.98