ResearchBenchmarksSentiment Classification on Financial PhraseBank (all-agree)Follow98.6Macro F1FinGPT68.523276.331684.1491.9484Jun 10, 2026Evaluation ResultsMethodMethodLinksMacro F1AccuracyPos F1Neg F1Neu F1FinGPT2026.0698.698.7298.1598.6998.96FinBERT2026.0696.2597.1796.294.398.25Llama 3.1Parameters=8BParameters=8B2026.0691.4792.0585.0895.5493.81MistralParameters=7BParameters=7B2026.0690.9591.9686.5592.4493.87RoBERTa2026.0669.6867.2757.682.6568.79