Personalized Text Generation on LaMP-5 (val)
51.6R-1 ScorePHFCompass
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PHFCompassParadigm=PHF Implements2026.06 | 51.6 | 45.3 | |
| PPlugParadigm=Flat: Aggregation-Based2026.06 | 51.2 | 44.3 | |
| T-H+L-FParadigm=PHF Implements2026.06 | 48.9 | 41.2 | |
| T-H+T-FParadigm=PHF Implements2026.06 | 48.5 | 41.1 | |
| T-FParadigm=PHF Implements2026.06 | 47.6 | 39.8 | |
| L-FParadigm=PHF Implements2026.06 | 47.6 | 40.3 | |
| OPPUParadigm=Flat: Aggregation-Based2026.06 | 47.5 | 39.8 | |
| T-HParadigm=PHF Implements2026.06 | 47.1 | 39.2 | |
| DenseParadigm=Flat: Retrieval-Based2026.06 | 46.5 | 39.1 | |
| BM25Paradigm=Flat: Retrieval-Based2026.06 | 46.3 | 38.9 | |
| RecencyParadigm=Flat: Retrieval-Based2026.06 | 46.1 | 38.7 | |
| ROPGParadigm=Flat: Retrieval-Based2026.06 | 46.1 | 38.5 | |
| DiffMeanParadigm=Flat: Aggregation-Based2026.06 | 44.2 | 35.8 | |
| Zero-ShotBase Model=Qwen2.5-7B-Instruct2026.06 | 44.1 | 36 |