Personalized Portfolio Recommendation on Financial Portfolio and User Interaction Dataset (test)
14.63Annualized Return (%)LLM-based Personalized Portfolio Recommender (L-PPR)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LLM-based Personalized Portfolio Recommender (L-PPR)2025.12 | 14.63 | 1.45 | 15.1 | 0.78 | 0.63 | 0.89 | 0.93 | |
| Deep Reinforcement Learning Portfolio (DRL-PPO)2025.12 | 11.87 | 1.21 | 18.3 | 0.64 | 0.52 | 0.66 | 0.71 | |
| BERT-based Financial Advisor (BERT-FA)2025.12 | 10.54 | 1.12 | 19.7 | 0.59 | 0.46 | 0.74 | 0.82 | |
| Mean-Variance Optimization (MVO)2025.12 | 8.42 | 0.94 | 22.6 | 0.47 | 0.38 | 0.52 | 0.6 |