Personalized Portfolio Recommendation on Financial Portfolio and User Interaction Dataset (test) benchmark leaderboard · SOTA2 Research

Personalized Portfolio Recommendation on Financial Portfolio and User Interaction Dataset (test)

14.63Annualized Return (%)LLM-based Personalized Portfolio Recommender (L-PPR)

Evaluation Results

Method
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