Personalization on LaMP-5
49.2ROUGE-1RPM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RPMBackbone=GPT-4o-mini, +CoT=false, Reasoning generation=enabled2025.05 | 49.2 | 41.6 | |
| RAGBackbone=GPT-4o-mini, +CoT=true2025.05 | 46.9 | 41.2 | |
| RPMBackbone=GPT-4o-mini, +CoT=false, Reasoning generation=disabled2025.05 | 46.6 | 38.8 | |
| HYDRABackbone=GPT-4o-mini, +CoT=true2025.05 | 46.5 | 40.9 | |
| FermiBackbone=GPT-4o-mini, +CoT=false2025.05 | 46.5 | 40.2 | |
| PAGBackbone=GPT-4o-mini, +CoT=true2025.05 | 46.4 | 40.5 | |
| PAGBackbone=GPT-4o-mini, +CoT=false2025.05 | 46.3 | 40.4 | |
| HYDRABackbone=GPT-4o-mini, +CoT=false2025.05 | 46.3 | 40.6 | |
| RAGBackbone=GPT-4o-mini, +CoT=false2025.05 | 46.2 | 40.5 | |
| ICLBackbone=GPT-4o-mini, +CoT=true2025.05 | 46 | 40.5 | |
| ICLBackbone=GPT-4o-mini, +CoT=false2025.05 | 45.5 | 39.5 | |
| FermiBackbone=GPT-4o-mini, +CoT=true2025.05 | 45.3 | 39.5 | |
| Zero-shotBackbone=GPT-4o-mini, +CoT=false2025.05 | 44.6 | 36.4 | |
| Zero-shotBackbone=GPT-4o-mini, +CoT=true2025.05 | 43.4 | 37.6 |