Models | FinBERT | LLaMA-7B | Instruct-FinGPT-7B | Numerical Acc | Numerical F1 | Contextual Acc | Contextual F1
--- | --- | --- | --- | --- | --- | --- | ---
Accuracy | 0.725 | 0.54 | 0.88 | 0.633 | 0.63 | 0.6 | 0.42
F1 Score | 0.668 | 0.36 | 0.841 |  |  |  |
Testing Time |  |  |  | 18 seconds (1 GPU) | 498 seconds (8 GPUs) | 498 seconds (8 GPUs) |
Overall Metrics | 0.837 | 0.795 | 0.8 | 0.63 |  |  |