Preference Alignment on AlignX UGC
58.76AccuracyRaw-Aligned
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Raw-AlignedUser Signal Type=90-Dimensional Preference Directions2025.10 | 58.76 | 184.68 | |
| Summary-AlignedUser Signal Type=90-Dimensional Preference Directions2025.10 | 58.54 | 239.68 | |
| POPI-FullUser Signal Type=90-Dimensional Preference Directions2025.10 | 58.54 | 87.97 | |
| Raw-AlignedUser Signal Type=Original Heterogeneous User signals2025.10 | 57.36 | 1,048.37 | |
| POPI-FullUser Signal Type=Original Heterogeneous User signals2025.10 | 54.45 | 134.94 | |
| POPI-Inference-OnlyUser Signal Type=90-Dimensional Preference Directions2025.10 | 52.67 | 87.97 | |
| Summary-AlignedUser Signal Type=Original Heterogeneous User signals2025.10 | 51.99 | 284.24 | |
| Raw-PromptingUser Signal Type=90-Dimensional Preference Directions2025.10 | 51.19 | 184.68 | |
| Summary-PromptingUser Signal Type=90-Dimensional Preference Directions2025.10 | 50.94 | 239.68 | |
| POPI-Inference-OnlyUser Signal Type=Original Heterogeneous User signals2025.10 | 50.92 | 134.94 | |
| Base-ModelUser Signal Type=Original Heterogeneous User signals2025.10 | 50 | — | |
| Base-ModelUser Signal Type=90-Dimensional Preference Directions2025.10 | 50 | — | |
| Summary-PromptingUser Signal Type=Original Heterogeneous User signals2025.10 | 49.6 | 284.24 | |
| Raw-PromptingUser Signal Type=Original Heterogeneous User signals2025.10 | 49.06 | 1,048.37 |