Stock Movement Prediction on holdout set
38.02AccuracyFinGPT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FinGPTModel Type=LLM-based, Classification Logic=argmax-based2026.06 | 38.02 | 27.08 | 4 | 52.25 | 25 | 16 | |
| RoBERTaClassification Type=NLI-based, Decision Thresholds=asymmetric2026.06 | 37.5 | 34.09 | 16.67 | 51.93 | 33.68 | 0 | |
| FinBERTClassification Type=NLI-based2026.06 | 35.94 | 28.77 | 3.64 | 41.38 | 41.3 | 0 | |
| Mistral 7BModel Type=LLM-based, Classification Logic=argmax-based, Size=7B2026.06 | 35.94 | 28.3 | 3.85 | 36.49 | 44.57 | 14 | |
| Llama 3.1 8BModel Type=LLM-based, Classification Logic=argmax-based, Size=8B2026.06 | 30.21 | 24.72 | 3.23 | 36.11 | 34.83 | 15 |