Alpha Mining on A-Share 2021 to 2024
4.1Predictive PowerAlphaAgent
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AlphaAgentAlgorithm Category=LLMs-Based2025.08 | 4.1 | 77.9 | 41.5 | 81.2 | 70 | |
| AlphaForgeAlgorithm Category=GANs-Based2025.08 | 4 | 97.7 | 67.7 | 74.3 | 62.5 | |
| AlphaGenAlgorithm Category=RL-Based2025.08 | 3.4 | 97.8 | 99.7 | 65 | 59 | |
| FAMAAlgorithm Category=LLMs-Based2025.08 | 3.1 | 86.8 | 99.2 | 83.1 | 69 | |
| AlphaQCMAlgorithm Category=RL-Based2025.08 | 2.9 | 97.5 | 99.6 | 47.7 | 62 | |
| AlphaEvloveAlgorithm Category=GA-Based2025.08 | 2.8 | 97.5 | 68.8 | 89.7 | 63 | |
| AutoAlphaAlgorithm Category=GA-Based2025.08 | 2.7 | 77.4 | 97.1 | 94.6 | 64 | |
| GPAlgorithm Category=GA-Based2025.08 | 1.7 | 72.4 | 98.3 | 69.3 | 63.5 | |
| RandomAlgorithm Category=Reference2025.08 | 0.9 | 84.4 | 84.6 | 98.1 | 60 |