Voting behavior prediction on European Parliament Voting Proposals
79.3Weighted F1 ScoreLlama3-70B
Evaluation results
| Method | Links | |
|---|---|---|
| Llama3-70BPersona Prompt=all attributes, Reasoning=true2025.06 | 79.3 | |
| Qwen-72BPersona Prompt=all attributes, Reasoning=true2025.06 | 78.9 | |
| Llama3-70BPersona Prompt=wikipedia, Reasoning=true2025.06 | 77.9 | |
| Qwen-72BPersona Prompt=wikipedia, Reasoning=true2025.06 | 77.3 | |
| Qwen-72BPersona Prompt=all attributes, Reasoning=false2025.06 | 77.3 | |
| Llama3-70BPersona Prompt=all attributes, Reasoning=false2025.06 | 77.2 | |
| Llama3-70BPersona Prompt=wikipedia, Reasoning=false2025.06 | 77 | |
| Qwen-72BPersona Prompt=wikipedia, Reasoning=false2025.06 | 76 | |
| Llama3-8BPersona Prompt=all attributes, Reasoning=true2025.06 | 72.8 | |
| Llama3-8BPersona Prompt=wikipedia, Reasoning=true2025.06 | 72.4 | |
| Qwen-7BPersona Prompt=wikipedia, Reasoning=false2025.06 | 71.2 | |
| Llama3-8BPersona Prompt=wikipedia, Reasoning=false2025.06 | 70.1 | |
| Qwen-7BPersona Prompt=wikipedia, Reasoning=true2025.06 | 69.7 | |
| Qwen-7BPersona Prompt=all attributes, Reasoning=false2025.06 | 68.8 | |
| Llama3-8BPersona Prompt=all attributes, Reasoning=false2025.06 | 68.7 | |
| Qwen-7BPersona Prompt=all attributes, Reasoning=true2025.06 | 67 |