ResearchBenchmarksSentiment Classification on Financial PhraseBank (75% agreement subset)Follow96.48Macro F1FinGPT65.144873.279981.41589.5501Jun 10, 2026Evaluation ResultsMethodMethodLinksMacro F1AccuracyPositive F1Negative F1Neutral F1FinGPT2026.0696.4896.7694.9597.0697.43FinBERT2026.0693.6594.7393.0591.7896.11Llama 3.1Parameters=8BParameters=8B2026.0686.4787.8777.8590.7890.8MistralParameters=7BParameters=7B2026.0686.2387.9579.758890.95RoBERTa2026.0666.3563.9256.1877.8465.03