Explanatory power analysis on CAPM residuals (test)
0.395Coefficientvicuna-13b-chat
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| vicuna-13b-chatStrategy=FinRipple2025.05 | 0.395 | 0 | 34 | |
| vicuna-7b-chatStrategy=FinRipple2025.05 | 0.33 | 0.001 | 31 | |
| GPT 4o-miniStrategy=Zero-Shot2025.05 | 0.312 | 0.013 | 3.5 | |
| gemma-2-9b-itStrategy=FinRipple2025.05 | 0.29 | 0.001 | 21.5 | |
| llama3-8b-instructStrategy=FinRipple2025.05 | 0.278 | 0.004 | 25.1 | |
| vicuna-13b-chatStrategy=RAG2025.05 | 0.248 | 0.032 | 24.8 | |
| Phi-3.5-mini-instructStrategy=FinRipple2025.05 | 0.245 | 0.006 | 15.5 | |
| llama2-13b-chatStrategy=FinRipple2025.05 | 0.242 | 0.009 | 19.3 | |
| GPT o1-previewStrategy=ICL2025.05 | 0.192 | 0.229 | 8.2 | |
| vicuna-13b-chatStrategy=ICL2025.05 | 0.176 | 0.098 | 10.2 | |
| vicuna-13b-chatStrategy=FinRipple/w-o alignment2025.05 | 0.171 | 0.04 | 10.8 | |
| GPT o1-previewStrategy=RAG2025.05 | 0.152 | 0.342 | 4.7 | |
| llama2-7b-chatStrategy=FinRipple2025.05 | 0.15 | 0.03 | 8.3 | |
| vicuna-13b-chatStrategy=Zero-Shot2025.05 | 0.148 | 0.149 | 8.2 | |
| vicuna-7b-chatStrategy=ICL2025.05 | 0.129 | 0.198 | 8.1 | |
| vicuna-7b-chatStrategy=FinRipple/w-o alignment2025.05 | 0.125 | 0.205 | 7.4 | |
| GPT 4o-miniStrategy=RAG2025.05 | 0.124 | 0.312 | 4.2 | |
| GPT o1-previewStrategy=Zero-Shot2025.05 | 0.119 | 0.392 | 5.6 | |
| vicuna-7b-chatStrategy=RAG2025.05 | 0.118 | 0.247 | 6.3 | |
| gemma-2-9b-itStrategy=ICL2025.05 | 0.112 | 0.245 | 6.3 | |
| llama3-8b-instructStrategy=FinRipple/w-o alignment2025.05 | 0.11 | 0.249 | 6 | |
| gemma-2-9b-itStrategy=FinRipple/w-o alignment2025.05 | 0.109 | 0.252 | 6.1 | |
| llama3-8b-instructStrategy=ICL2025.05 | 0.107 | 0.254 | 5.8 | |
| GPT 4o-miniStrategy=ICL2025.05 | 0.104 | 0.879 | 10.3 | |
| llama2-13b-chatStrategy=RAG2025.05 | 0.103 | 0.305 | 5.4 | |
| llama2-13b-chatStrategy=FinRipple/w-o alignment2025.05 | 0.102 | 0.287 | 5.8 | |
| vicuna-7b-chatStrategy=Zero-Shot2025.05 | 0.102 | 0.298 | 5.2 | |
| llama2-13b-chatStrategy=ICL2025.05 | 0.098 | 0.281 | 6.1 | |
| gemma-2-9b-itStrategy=RAG2025.05 | 0.097 | 0.298 | 4.8 | |
| Phi-3.5-mini-instructStrategy=FinRipple/w-o alignment2025.05 | 0.096 | 0.34 | 4.5 | |
| Phi-3.5-mini-instructStrategy=ICL2025.05 | 0.094 | 0.347 | 5.2 | |
| llama3-8b-instructStrategy=RAG2025.05 | 0.091 | 0.318 | 4.7 | |
| gemma-2-9b-itStrategy=Zero-Shot2025.05 | 0.083 | 0.354 | 3.8 | |
| GPT 3.5Strategy=RAG2025.05 | 0.083 | 0.398 | 2.8 | |
| Phi-3.5-mini-instructStrategy=RAG2025.05 | 0.082 | 0.395 | 3.2 | |
| llama2-13b-chatStrategy=Zero-Shot2025.05 | 0.079 | 0.349 | 3.9 | |
| llama3-8b-instructStrategy=Zero-Shot2025.05 | 0.072 | 0.402 | 3.7 | |
| Phi-3.5-mini-instructStrategy=Zero-Shot2025.05 | 0.065 | 0.498 | 1.9 | |
| GPT 3.5Strategy=Zero-Shot2025.05 | 0.062 | 0.501 | 1.9 | |
| GPT 3.5Strategy=ICL2025.05 | 0.056 | 0.004 | 11.2 | |
| llama2-7b-chatStrategy=FinRipple/w-o alignment2025.05 | 0.047 | 0.51 | 1.9 | |
| llama2-7b-chatStrategy=ICL2025.05 | 0.042 | 0.503 | 1.8 | |
| llama2-7b-chatStrategy=Zero-Shot2025.05 | 0.031 | 0.601 | 1.2 | |
| llama2-7b-chatStrategy=RAG2025.05 | 0.012 | 0.452 | 0.9 |